From ecf6d22dc2a88ac43b0575d1e19d76a466517c87 Mon Sep 17 00:00:00 2001
From: ProphetJeremy <santibreo@gmail.com>
Date: Mon, 13 Jan 2025 14:27:27 +0100
Subject: [PATCH 01/80] (docs) Update vertex.md old code example

Complete imports
Remove invalid parameter `disable_atributon`
---
 docs/my-website/docs/providers/vertex.md | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/docs/my-website/docs/providers/vertex.md b/docs/my-website/docs/providers/vertex.md
index cb8c031c06..0c741b6483 100644
--- a/docs/my-website/docs/providers/vertex.md
+++ b/docs/my-website/docs/providers/vertex.md
@@ -404,14 +404,16 @@ curl http://localhost:4000/v1/chat/completions \
 If this was your initial VertexAI Grounding code,
 
 ```python
-import vertexai 
+import vertexai
+from vertexai.generative_models import GenerativeModel, GenerationConfig, Tool, grounding
+
 
 vertexai.init(project=project_id, location="us-central1")
 
 model = GenerativeModel("gemini-1.5-flash-001")
 
 # Use Google Search for grounding
-tool = Tool.from_google_search_retrieval(grounding.GoogleSearchRetrieval(disable_attributon=False))
+tool = Tool.from_google_search_retrieval(grounding.GoogleSearchRetrieval())
 
 prompt = "When is the next total solar eclipse in US?"
 response = model.generate_content(
@@ -428,7 +430,7 @@ print(response)
 then, this is what it looks like now
 
 ```python
-from litellm import completion 
+from litellm import completion
 
 
 # !gcloud auth application-default login - run this to add vertex credentials to your env

From 0c30909fe9b1dcbd263bc3132f1c2886aab3642a Mon Sep 17 00:00:00 2001
From: Minwoo Lee <11580164+minwhoo@users.noreply.github.com>
Date: Sat, 8 Feb 2025 12:31:01 +0900
Subject: [PATCH 02/80] Reimplement methods required for triton streaming

---
 .../llms/triton/completion/transformation.py  | 25 ++++++++++++++++++-
 1 file changed, 24 insertions(+), 1 deletion(-)

diff --git a/litellm/llms/triton/completion/transformation.py b/litellm/llms/triton/completion/transformation.py
index 0cd6940063..9b100ff1f8 100644
--- a/litellm/llms/triton/completion/transformation.py
+++ b/litellm/llms/triton/completion/transformation.py
@@ -3,7 +3,7 @@ Translates from OpenAI's `/v1/chat/completions` endpoint to Triton's `/generate`
 """
 
 import json
-from typing import Any, Dict, List, Literal, Optional, Union
+from typing import Any, AsyncIterator, Dict, Iterator, List, Literal, Optional, Union
 
 from httpx import Headers, Response
 
@@ -52,6 +52,17 @@ class TritonConfig(BaseConfig):
     ) -> Dict:
         return {"Content-Type": "application/json"}
 
+    def get_complete_url(
+        self,
+        api_base: str,
+        model: str,
+        optional_params: dict,
+        stream: Optional[bool] = None,
+    ) -> str:
+        if stream:
+            return api_base + "_stream"
+        return api_base
+
     def get_supported_openai_params(self, model: str) -> List:
         return ["max_tokens", "max_completion_tokens"]
 
@@ -149,6 +160,18 @@ class TritonConfig(BaseConfig):
         else:
             raise ValueError(f"Invalid Triton API base: {api_base}")
 
+    def get_model_response_iterator(
+        self,
+        streaming_response: Union[Iterator[str], AsyncIterator[str], ModelResponse],
+        sync_stream: bool,
+        json_mode: Optional[bool] = False,
+    ) -> Any:
+        return TritonResponseIterator(
+            streaming_response=streaming_response,
+            sync_stream=sync_stream,
+            json_mode=json_mode,
+        )
+
 
 class TritonGenerateConfig(TritonConfig):
     """

From 268702722504ec2f4bf8f72f7bb15cb6da6843b3 Mon Sep 17 00:00:00 2001
From: Minwoo Lee <11580164+minwhoo@users.noreply.github.com>
Date: Thu, 13 Feb 2025 15:40:56 +0900
Subject: [PATCH 03/80] Apply streaming-related transformations only for
 generate config

---
 .../llms/triton/completion/transformation.py  | 24 +++++++++----------
 1 file changed, 12 insertions(+), 12 deletions(-)

diff --git a/litellm/llms/triton/completion/transformation.py b/litellm/llms/triton/completion/transformation.py
index 9b100ff1f8..b09f7b0444 100644
--- a/litellm/llms/triton/completion/transformation.py
+++ b/litellm/llms/triton/completion/transformation.py
@@ -52,17 +52,6 @@ class TritonConfig(BaseConfig):
     ) -> Dict:
         return {"Content-Type": "application/json"}
 
-    def get_complete_url(
-        self,
-        api_base: str,
-        model: str,
-        optional_params: dict,
-        stream: Optional[bool] = None,
-    ) -> str:
-        if stream:
-            return api_base + "_stream"
-        return api_base
-
     def get_supported_openai_params(self, model: str) -> List:
         return ["max_tokens", "max_completion_tokens"]
 
@@ -178,6 +167,17 @@ class TritonGenerateConfig(TritonConfig):
     Transformations for triton /generate endpoint (This is a trtllm model)
     """
 
+    def get_complete_url(
+        self,
+        api_base: str,
+        model: str,
+        optional_params: dict,
+        stream: Optional[bool] = None,
+    ) -> str:
+        if stream:
+            return api_base + "_stream"
+        return api_base
+
     def transform_request(
         self,
         model: str,
@@ -227,7 +227,7 @@ class TritonGenerateConfig(TritonConfig):
         return model_response
 
 
-class TritonInferConfig(TritonGenerateConfig):
+class TritonInferConfig(TritonConfig):
     """
     Transformations for triton /infer endpoint (his is an infer model with a custom model on triton)
     """

From c1f2ae97c5e3573cbfff173c05cf88ad3b35a249 Mon Sep 17 00:00:00 2001
From: Minwoo Lee <11580164+minwhoo@users.noreply.github.com>
Date: Thu, 13 Feb 2025 15:43:42 +0900
Subject: [PATCH 04/80] Add streaming test

---
 tests/llm_translation/test_triton.py | 40 +++++++++++++++++++++-------
 1 file changed, 31 insertions(+), 9 deletions(-)

diff --git a/tests/llm_translation/test_triton.py b/tests/llm_translation/test_triton.py
index 0835d09fab..7e4ba92f23 100644
--- a/tests/llm_translation/test_triton.py
+++ b/tests/llm_translation/test_triton.py
@@ -49,16 +49,26 @@ def test_split_embedding_by_shape_fails_with_shape_value_error():
         )
 
 
-def test_completion_triton_generate_api():
+@pytest.mark.parametrize("stream", [True, False])
+def test_completion_triton_generate_api(stream):
     try:
         mock_response = MagicMock()
+        if stream:
+            def mock_iter_lines():
+                mock_output = ''.join([
+                    'data: {"model_name":"ensemble","model_version":"1","sequence_end":false,"sequence_id":0,"sequence_start":false,"text_output":"' + t + '"}\n\n'
+                    for t in ["I", " am", " an", " AI", " assistant"]
+                ])
+                for out in mock_output.split('\n'):
+                    yield out
+            mock_response.iter_lines = mock_iter_lines
+        else:
+            def return_val():
+                return {
+                    "text_output": "I am an AI assistant",
+                }
 
-        def return_val():
-            return {
-                "text_output": "I am an AI assistant",
-            }
-
-        mock_response.json = return_val
+            mock_response.json = return_val
         mock_response.status_code = 200
 
         with patch(
@@ -71,6 +81,7 @@ def test_completion_triton_generate_api():
                 max_tokens=10,
                 timeout=5,
                 api_base="http://localhost:8000/generate",
+                stream=stream,
             )
 
             # Verify the call was made
@@ -81,7 +92,10 @@ def test_completion_triton_generate_api():
             call_kwargs = mock_post.call_args.kwargs  # Access kwargs directly
 
             # Verify URL
-            assert call_kwargs["url"] == "http://localhost:8000/generate"
+            if stream:
+                assert call_kwargs["url"] == "http://localhost:8000/generate_stream"
+            else:
+                assert call_kwargs["url"] == "http://localhost:8000/generate"
 
             # Parse the request data from the JSON string
             request_data = json.loads(call_kwargs["data"])
@@ -91,7 +105,15 @@ def test_completion_triton_generate_api():
             assert request_data["parameters"]["max_tokens"] == 10
 
             # Verify response
-            assert response.choices[0].message.content == "I am an AI assistant"
+            if stream:
+                tokens = ["I", " am", " an", " AI", " assistant", None]
+                idx = 0
+                for chunk in response:
+                    assert chunk.choices[0].delta.content == tokens[idx]
+                    idx += 1
+                assert idx == len(tokens)
+            else:
+                assert response.choices[0].message.content == "I am an AI assistant"
 
     except Exception as e:
         print("exception", e)

From c62be184c2e9228ad321384f1c385be1ff4f882b Mon Sep 17 00:00:00 2001
From: Minwoo Lee <11580164+minwhoo@users.noreply.github.com>
Date: Thu, 13 Feb 2025 16:41:50 +0900
Subject: [PATCH 05/80] Fix get_complete_url

---
 .../llms/triton/completion/transformation.py  | 23 ++++++++++---------
 1 file changed, 12 insertions(+), 11 deletions(-)

diff --git a/litellm/llms/triton/completion/transformation.py b/litellm/llms/triton/completion/transformation.py
index b09f7b0444..0a65e216df 100644
--- a/litellm/llms/triton/completion/transformation.py
+++ b/litellm/llms/triton/completion/transformation.py
@@ -67,6 +67,18 @@ class TritonConfig(BaseConfig):
                 optional_params[param] = value
         return optional_params
 
+    def get_complete_url(
+        self,
+        api_base: str,
+        model: str,
+        optional_params: dict,
+        stream: Optional[bool] = None,
+    ) -> str:
+        llm_type = self._get_triton_llm_type(api_base)
+        if llm_type == "generate" and stream:
+            return api_base + "_stream"
+        return api_base
+
     def transform_response(
         self,
         model: str,
@@ -167,17 +179,6 @@ class TritonGenerateConfig(TritonConfig):
     Transformations for triton /generate endpoint (This is a trtllm model)
     """
 
-    def get_complete_url(
-        self,
-        api_base: str,
-        model: str,
-        optional_params: dict,
-        stream: Optional[bool] = None,
-    ) -> str:
-        if stream:
-            return api_base + "_stream"
-        return api_base
-
     def transform_request(
         self,
         model: str,

From e3455cd0451d051cd388e346773a930d4ad865d2 Mon Sep 17 00:00:00 2001
From: Nitin Patel <nitinpatel278@gmail.com>
Date: Mon, 24 Feb 2025 01:00:07 +0530
Subject: [PATCH 06/80] fix missing comma

---
 litellm/llms/perplexity/chat/transformation.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/litellm/llms/perplexity/chat/transformation.py b/litellm/llms/perplexity/chat/transformation.py
index 8f71cc153f..dab64283ec 100644
--- a/litellm/llms/perplexity/chat/transformation.py
+++ b/litellm/llms/perplexity/chat/transformation.py
@@ -37,6 +37,7 @@ class PerplexityChatConfig(OpenAIGPTConfig):
             "response_format",
             "stream",
             "temperature",
-            "top_p" "max_retries",
+            "top_p",
+            "max_retries",
             "extra_headers",
         ]

From 4b8db4ec347f1950453c4c94d8ecaff794fbd076 Mon Sep 17 00:00:00 2001
From: Yazan Agha-Schrader <mountaiin@icloud.com>
Date: Mon, 24 Feb 2025 11:18:18 +0100
Subject: [PATCH 07/80] Update model_prices_and_context_window.json

fix mistral/mistral-small from 1$/3$ per million tokens to -> 0.1$/0.3$ per million tokens

cave: azure_ai and bedrock still show 1$/3$ for input/output cost per million - i dont have knowledge about azure and bedrock prices, but looks like wrong values as well. **please check**
---
 model_prices_and_context_window.json | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 5e8d9353ad..932393c261 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1943,8 +1943,8 @@
         "max_tokens": 8191,
         "max_input_tokens": 32000,
         "max_output_tokens": 8191,
-        "input_cost_per_token": 0.000001,
-        "output_cost_per_token": 0.000003,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000003,
         "litellm_provider": "mistral",
         "supports_function_calling": true,
         "mode": "chat",
@@ -1955,8 +1955,8 @@
         "max_tokens": 8191,
         "max_input_tokens": 32000,
         "max_output_tokens": 8191,
-        "input_cost_per_token": 0.000001,
-        "output_cost_per_token": 0.000003,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000003,
         "litellm_provider": "mistral",
         "supports_function_calling": true,
         "mode": "chat",

From 57faa623e3fd3c301f737a2ad79ebd6f8df112fb Mon Sep 17 00:00:00 2001
From: Emerson Gomes <emerson.gomes@thalesgroup.com>
Date: Tue, 25 Feb 2025 10:44:10 -0600
Subject: [PATCH 08/80] Adding Azure Phi-4

---
 litellm/model_prices_and_context_window_backup.json | 13 +++++++++++++
 model_prices_and_context_window.json                | 13 +++++++++++++
 2 files changed, 26 insertions(+)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index a11930cc7f..442d5fa776 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1732,6 +1732,19 @@
         "source":"https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-405b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
     },
+    "azure_ai/Phi-4": {
+        "max_tokens": 4096,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.000000125,
+        "output_cost_per_token": 0.0000005,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_vision": false,
+        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/affordable-innovation-unveiling-the-pricing-of-phi-3-slms-on-models-as-a-service/4156495",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
     "azure_ai/Phi-3.5-mini-instruct": {
         "max_tokens": 4096,
         "max_input_tokens": 128000,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index a11930cc7f..442d5fa776 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1732,6 +1732,19 @@
         "source":"https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-405b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
     },
+    "azure_ai/Phi-4": {
+        "max_tokens": 4096,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.000000125,
+        "output_cost_per_token": 0.0000005,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_vision": false,
+        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/affordable-innovation-unveiling-the-pricing-of-phi-3-slms-on-models-as-a-service/4156495",
+        "supports_function_calling": true,
+        "supports_tool_choice": true
+    },
     "azure_ai/Phi-3.5-mini-instruct": {
         "max_tokens": 4096,
         "max_input_tokens": 128000,

From eeee61db658de558a914569567c048fb51278c0f Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Tue, 25 Feb 2025 14:50:10 -0800
Subject: [PATCH 09/80] can_team_access_model

---
 litellm/proxy/auth/auth_checks.py | 92 +++++++++++++------------------
 1 file changed, 39 insertions(+), 53 deletions(-)

diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py
index 0590bcb50a..c922599f86 100644
--- a/litellm/proxy/auth/auth_checks.py
+++ b/litellm/proxy/auth/auth_checks.py
@@ -38,6 +38,7 @@ from litellm.proxy._types import (
     ProxyErrorTypes,
     ProxyException,
     RoleBasedPermissions,
+    SpecialModelNames,
     UserAPIKeyAuth,
 )
 from litellm.proxy.auth.route_checks import RouteChecks
@@ -97,12 +98,23 @@ async def common_checks(
         )
 
     # 2. If team can call model
-    _team_model_access_check(
-        team_object=team_object,
-        model=_model,
-        llm_router=llm_router,
-        team_model_aliases=valid_token.team_model_aliases if valid_token else None,
-    )
+    if (
+        team_object is not None
+        and _model is not None
+        and can_team_access_model(
+            model=_model,
+            team_object=team_object,
+            llm_router=llm_router,
+            team_model_aliases=valid_token.team_model_aliases if valid_token else None,
+        )
+        is False
+    ):
+        raise ProxyException(
+            message=f"Team not allowed to access model. Team={team_object.team_id}, Model={_model}. Allowed team models = {team_object.models}",
+            type=ProxyErrorTypes.team_model_access_denied,
+            param="model",
+            code=status.HTTP_401_UNAUTHORIZED,
+        )
 
     ## 2.1 If user can call model (if personal key)
     if team_object is None and user_object is not None:
@@ -1017,6 +1029,9 @@ async def _can_object_call_model(
     if (len(filtered_models) == 0 and len(models) == 0) or "*" in filtered_models:
         all_model_access = True
 
+    if SpecialModelNames.all_proxy_models in filtered_models:
+        all_model_access = True
+
     if model is not None and model not in filtered_models and all_model_access is False:
         raise ProxyException(
             message=f"API Key not allowed to access model. This token can only access models={models}. Tried to access {model}",
@@ -1074,6 +1089,24 @@ async def can_key_call_model(
     )
 
 
+async def can_team_access_model(
+    model: str,
+    team_object: Optional[LiteLLM_TeamTable],
+    llm_router: Optional[Router],
+    team_model_aliases: Optional[Dict[str, str]] = None,
+) -> Literal[True]:
+    """
+    Returns True if the team can access a specific model.
+
+    """
+    return await _can_object_call_model(
+        model=model,
+        llm_router=llm_router,
+        models=team_object.models if team_object else [],
+        team_model_aliases=team_model_aliases,
+    )
+
+
 async def can_user_call_model(
     model: str,
     llm_router: Optional[Router],
@@ -1239,53 +1272,6 @@ async def _team_max_budget_check(
         )
 
 
-def _team_model_access_check(
-    model: Optional[str],
-    team_object: Optional[LiteLLM_TeamTable],
-    llm_router: Optional[Router],
-    team_model_aliases: Optional[Dict[str, str]] = None,
-):
-    """
-    Access check for team models
-    Raises:
-        Exception if the team is not allowed to call the`model`
-    """
-    if (
-        model is not None
-        and team_object is not None
-        and team_object.models is not None
-        and len(team_object.models) > 0
-        and model not in team_object.models
-    ):
-        # this means the team has access to all models on the proxy
-        if "all-proxy-models" in team_object.models or "*" in team_object.models:
-            # this means the team has access to all models on the proxy
-            pass
-        # check if the team model is an access_group
-        elif (
-            model_in_access_group(
-                model=model, team_models=team_object.models, llm_router=llm_router
-            )
-            is True
-        ):
-            pass
-        elif model and "*" in model:
-            pass
-        elif _model_in_team_aliases(model=model, team_model_aliases=team_model_aliases):
-            pass
-        elif _model_matches_any_wildcard_pattern_in_list(
-            model=model, allowed_model_list=team_object.models
-        ):
-            pass
-        else:
-            raise ProxyException(
-                message=f"Team not allowed to access model. Team={team_object.team_id}, Model={model}. Allowed team models = {team_object.models}",
-                type=ProxyErrorTypes.team_model_access_denied,
-                param="model",
-                code=status.HTTP_401_UNAUTHORIZED,
-            )
-
-
 def is_model_allowed_by_pattern(model: str, allowed_model_pattern: str) -> bool:
     """
     Check if a model matches an allowed pattern.

From b6d6e270b49e72a49c3f8a6496a8e965e8eb55c6 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Tue, 25 Feb 2025 14:51:57 -0800
Subject: [PATCH 10/80] can_team_access_model

---
 litellm/proxy/auth/handle_jwt.py | 9 +++++++--
 1 file changed, 7 insertions(+), 2 deletions(-)

diff --git a/litellm/proxy/auth/handle_jwt.py b/litellm/proxy/auth/handle_jwt.py
index 29f4b31f9c..248d553662 100644
--- a/litellm/proxy/auth/handle_jwt.py
+++ b/litellm/proxy/auth/handle_jwt.py
@@ -33,6 +33,7 @@ from litellm.proxy._types import (
     ScopeMapping,
     Span,
 )
+from litellm.proxy.auth.auth_checks import can_team_access_model
 from litellm.proxy.utils import PrismaClient, ProxyLogging
 
 from .auth_checks import (
@@ -723,8 +724,12 @@ class JWTAuthManager:
                     team_models = team_object.models
                     if isinstance(team_models, list) and (
                         not requested_model
-                        or requested_model in team_models
-                        or "*" in team_models
+                        or can_team_access_model(
+                            model=requested_model,
+                            team_object=team_object,
+                            llm_router=None,
+                            team_model_aliases=None,
+                        )
                     ):
                         is_allowed = allowed_routes_check(
                             user_role=LitellmUserRoles.TEAM,

From 3d0b56e8a34b73baf5057e8b45fd6dcb2a558920 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Tue, 25 Feb 2025 14:57:13 -0800
Subject: [PATCH 11/80] test_can_team_access_model

---
 tests/proxy_unit_tests/test_auth_checks.py | 28 ++++++++--------------
 1 file changed, 10 insertions(+), 18 deletions(-)

diff --git a/tests/proxy_unit_tests/test_auth_checks.py b/tests/proxy_unit_tests/test_auth_checks.py
index 0a8ebbe018..5b79ace1b9 100644
--- a/tests/proxy_unit_tests/test_auth_checks.py
+++ b/tests/proxy_unit_tests/test_auth_checks.py
@@ -27,7 +27,7 @@ from litellm.proxy._types import (
 )
 from litellm.proxy.utils import PrismaClient
 from litellm.proxy.auth.auth_checks import (
-    _team_model_access_check,
+    can_team_access_model,
     _virtual_key_soft_budget_check,
 )
 from litellm.proxy.utils import ProxyLogging
@@ -427,9 +427,9 @@ async def test_virtual_key_max_budget_check(
     ],
 )
 @pytest.mark.asyncio
-async def test_team_model_access_check(model, team_models, expect_to_work):
+async def test_can_team_access_model(model, team_models, expected_result):
     """
-    Test cases for _team_model_access_check:
+    Test cases for can_team_access_model:
     1. Exact model match
     2. all-proxy-models access
     3. Wildcard (*) access
@@ -443,21 +443,13 @@ async def test_team_model_access_check(model, team_models, expect_to_work):
         models=team_models,
     )
 
-    try:
-        _team_model_access_check(
-            model=model,
-            team_object=team_object,
-            llm_router=None,
-        )
-        if not expect_to_work:
-            pytest.fail(
-                f"Expected model access check to fail for model={model}, team_models={team_models}"
-            )
-    except Exception as e:
-        if expect_to_work:
-            pytest.fail(
-                f"Expected model access check to work for model={model}, team_models={team_models}. Got error: {str(e)}"
-            )
+    result = await can_team_access_model(
+        model=model,
+        team_object=team_object,
+        llm_router=None,
+        team_model_aliases=None,
+    )
+    assert result == expected_result
 
 
 @pytest.mark.parametrize(

From 7eaf0039193363fd562349d08df2a7744646a7f2 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Tue, 25 Feb 2025 15:25:51 -0800
Subject: [PATCH 12/80] expected_result

---
 tests/proxy_unit_tests/test_auth_checks.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/proxy_unit_tests/test_auth_checks.py b/tests/proxy_unit_tests/test_auth_checks.py
index 5b79ace1b9..a5782653ad 100644
--- a/tests/proxy_unit_tests/test_auth_checks.py
+++ b/tests/proxy_unit_tests/test_auth_checks.py
@@ -394,7 +394,7 @@ async def test_virtual_key_max_budget_check(
 
 
 @pytest.mark.parametrize(
-    "model, team_models, expect_to_work",
+    "model, team_models, expected_result",
     [
         ("gpt-4", ["gpt-4"], True),  # exact match
         ("gpt-4", ["all-proxy-models"], True),  # all-proxy-models access

From c40d45ae093489c599bc023912e7fcf5f5dadcc8 Mon Sep 17 00:00:00 2001
From: Vivek Aditya <vivek@athina.ai>
Date: Wed, 26 Feb 2025 21:00:56 +0530
Subject: [PATCH 13/80] Added tags to additional keys that can be sent to
 athina

---
 docs/my-website/docs/observability/athina_integration.md | 1 +
 litellm/integrations/athina.py                           | 5 ++++-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/docs/my-website/docs/observability/athina_integration.md b/docs/my-website/docs/observability/athina_integration.md
index 4994d553c6..2e2141169a 100644
--- a/docs/my-website/docs/observability/athina_integration.md
+++ b/docs/my-website/docs/observability/athina_integration.md
@@ -78,6 +78,7 @@ Following are the allowed fields in metadata, their types, and their description
 * `context: Optional[Union[dict, str]]` - This is the context used as information for the prompt. For RAG applications, this is the "retrieved" data. You may log context as a string or as an object (dictionary).
 * `expected_response: Optional[str]` - This is the reference response to compare against for evaluation purposes. This is useful for segmenting inference calls by expected response.
 * `user_query: Optional[str]` - This is the user's query. For conversational applications, this is the user's last message.
+* `tags: Optional[list]` - This is a list of tags. This is useful for segmenting inference calls by tags.
 * `custom_attributes: Optional[dict]` - This is a dictionary of custom attributes. This is useful for additional information about the inference.
 
 ## Using a self hosted deployment of Athina
diff --git a/litellm/integrations/athina.py b/litellm/integrations/athina.py
index 754e980c2a..f416b30f8e 100644
--- a/litellm/integrations/athina.py
+++ b/litellm/integrations/athina.py
@@ -23,6 +23,7 @@ class AthinaLogger:
             "context",
             "expected_response",
             "user_query",
+            "tags",
             "custom_attributes",
         ]
 
@@ -78,10 +79,12 @@ class AthinaLogger:
             # Add additional metadata keys
             metadata = kwargs.get("litellm_params", {}).get("metadata", {})
             if metadata:
+                print("additional_keys", self.additional_keys)
                 for key in self.additional_keys:
+                    print("key", key)
                     if key in metadata:
+                        print("key is being added", key)
                         data[key] = metadata[key]
-
             response = litellm.module_level_client.post(
                 self.athina_logging_url,
                 headers=self.headers,

From ed75dd61c2d982895e5caef25bb7ce58d1248536 Mon Sep 17 00:00:00 2001
From: Vivek Aditya <vivek@athina.ai>
Date: Fri, 28 Feb 2025 21:48:13 +0530
Subject: [PATCH 14/80] Removed prints and added unit tests

---
 .../docs/observability/athina_integration.md  |   2 +
 litellm/integrations/athina.py                |   5 +-
 tests/litellm/integrations/test_athina.py     | 207 ++++++++++++++++++
 3 files changed, 211 insertions(+), 3 deletions(-)
 create mode 100644 tests/litellm/integrations/test_athina.py

diff --git a/docs/my-website/docs/observability/athina_integration.md b/docs/my-website/docs/observability/athina_integration.md
index 2e2141169a..ba93ea4c98 100644
--- a/docs/my-website/docs/observability/athina_integration.md
+++ b/docs/my-website/docs/observability/athina_integration.md
@@ -79,6 +79,8 @@ Following are the allowed fields in metadata, their types, and their description
 * `expected_response: Optional[str]` - This is the reference response to compare against for evaluation purposes. This is useful for segmenting inference calls by expected response.
 * `user_query: Optional[str]` - This is the user's query. For conversational applications, this is the user's last message.
 * `tags: Optional[list]` - This is a list of tags. This is useful for segmenting inference calls by tags.
+* `user_feedback: Optional[str]` - The end user’s feedback.
+* `model_options: Optional[dict]` - This is a dictionary of model options. This is useful for getting insights into how model behavior affects your end users.
 * `custom_attributes: Optional[dict]` - This is a dictionary of custom attributes. This is useful for additional information about the inference.
 
 ## Using a self hosted deployment of Athina
diff --git a/litellm/integrations/athina.py b/litellm/integrations/athina.py
index f416b30f8e..705dc11f1d 100644
--- a/litellm/integrations/athina.py
+++ b/litellm/integrations/athina.py
@@ -24,6 +24,8 @@ class AthinaLogger:
             "expected_response",
             "user_query",
             "tags",
+            "user_feedback",
+            "model_options",
             "custom_attributes",
         ]
 
@@ -79,11 +81,8 @@ class AthinaLogger:
             # Add additional metadata keys
             metadata = kwargs.get("litellm_params", {}).get("metadata", {})
             if metadata:
-                print("additional_keys", self.additional_keys)
                 for key in self.additional_keys:
-                    print("key", key)
                     if key in metadata:
-                        print("key is being added", key)
                         data[key] = metadata[key]
             response = litellm.module_level_client.post(
                 self.athina_logging_url,
diff --git a/tests/litellm/integrations/test_athina.py b/tests/litellm/integrations/test_athina.py
new file mode 100644
index 0000000000..fd660a036e
--- /dev/null
+++ b/tests/litellm/integrations/test_athina.py
@@ -0,0 +1,207 @@
+import unittest
+from unittest.mock import patch, MagicMock, ANY
+import json
+import datetime
+import sys 
+import os
+
+sys.path.insert(
+    0, os.path.abspath("../..")
+)  # Adds the parent directory to the system-path
+
+from litellm.integrations.athina import AthinaLogger  
+
+class TestAthinaLogger(unittest.TestCase):
+    
+    def setUp(self):
+        # Set up environment variables for testing
+        self.env_patcher = patch.dict('os.environ', {
+            'ATHINA_API_KEY': 'test-api-key',
+            'ATHINA_BASE_URL': 'https://test.athina.ai'
+        })
+        self.env_patcher.start()
+        self.logger = AthinaLogger()
+        
+        # Setup common test variables
+        self.start_time = datetime.datetime(2023, 1, 1, 12, 0, 0)
+        self.end_time = datetime.datetime(2023, 1, 1, 12, 0, 1)
+        self.print_verbose = MagicMock()
+        
+    def tearDown(self):
+        self.env_patcher.stop()
+    
+    def test_init(self):
+        """Test the initialization of AthinaLogger"""
+        self.assertEqual(self.logger.athina_api_key, 'test-api-key')
+        self.assertEqual(self.logger.athina_logging_url, 'https://test.athina.ai/api/v1/log/inference')
+        self.assertEqual(self.logger.headers, {
+            'athina-api-key': 'test-api-key',
+            'Content-Type': 'application/json'
+        })
+        
+    @patch('litellm.module_level_client.post')
+    def test_log_event_success(self, mock_post):
+        """Test successful logging of an event"""
+        # Setup mock response
+        mock_response = MagicMock()
+        mock_response.status_code = 200
+        mock_response.text = "Success"
+        mock_post.return_value = mock_response
+        
+        # Create test data
+        kwargs = {
+            'model': 'gpt-4',
+            'messages': [{'role': 'user', 'content': 'Hello'}],
+            'stream': False,
+            'litellm_params': {
+                'metadata': {
+                    'environment': 'test-environment',
+                    'prompt_slug': 'test-prompt',
+                    'customer_id': 'test-customer',
+                    'customer_user_id': 'test-user',
+                    'session_id': 'test-session',
+                    'external_reference_id': 'test-ext-ref',
+                    'context': 'test-context',
+                    'expected_response': 'test-expected',
+                    'user_query': 'test-query',
+                    'tags': ['test-tag'],
+                    'user_feedback': 'test-feedback',
+                    'model_options': {'test-opt': 'test-val'},
+                    'custom_attributes': {'test-attr': 'test-val'}
+                }
+            }
+        }
+        
+        response_obj = MagicMock()
+        response_obj.model_dump.return_value = {
+            'id': 'resp-123',
+            'choices': [{'message': {'content': 'Hi there'}}],
+            'usage': {
+                'prompt_tokens': 10,
+                'completion_tokens': 5,
+                'total_tokens': 15
+            }
+        }
+        
+        # Call the method
+        self.logger.log_event(kwargs, response_obj, self.start_time, self.end_time, self.print_verbose)
+        
+        # Verify the results
+        mock_post.assert_called_once()
+        call_args = mock_post.call_args
+        self.assertEqual(call_args[0][0], 'https://test.athina.ai/api/v1/log/inference')
+        self.assertEqual(call_args[1]['headers'], self.logger.headers)
+        
+        # Parse and verify the sent data
+        sent_data = json.loads(call_args[1]['data'])
+        self.assertEqual(sent_data['language_model_id'], 'gpt-4')
+        self.assertEqual(sent_data['prompt'], kwargs['messages'])
+        self.assertEqual(sent_data['prompt_tokens'], 10)
+        self.assertEqual(sent_data['completion_tokens'], 5)
+        self.assertEqual(sent_data['total_tokens'], 15)
+        self.assertEqual(sent_data['response_time'], 1000)  # 1 second = 1000ms
+        self.assertEqual(sent_data['customer_id'], 'test-customer')
+        self.assertEqual(sent_data['session_id'], 'test-session')
+        self.assertEqual(sent_data['environment'], 'test-environment')
+        self.assertEqual(sent_data['prompt_slug'], 'test-prompt')
+        self.assertEqual(sent_data['external_reference_id'], 'test-ext-ref')
+        self.assertEqual(sent_data['context'], 'test-context')
+        self.assertEqual(sent_data['expected_response'], 'test-expected')
+        self.assertEqual(sent_data['user_query'], 'test-query')
+        self.assertEqual(sent_data['tags'], ['test-tag'])
+        self.assertEqual(sent_data['user_feedback'], 'test-feedback')
+        self.assertEqual(sent_data['model_options'], {'test-opt': 'test-val'})
+        self.assertEqual(sent_data['custom_attributes'], {'test-attr': 'test-val'})
+        # Verify the print_verbose was called
+        self.print_verbose.assert_called_once_with("Athina Logger Succeeded - Success")
+    
+    @patch('litellm.module_level_client.post')
+    def test_log_event_error_response(self, mock_post):
+        """Test handling of error response from the API"""
+        # Setup mock error response
+        mock_response = MagicMock()
+        mock_response.status_code = 400
+        mock_response.text = "Bad Request"
+        mock_post.return_value = mock_response
+        
+        # Create test data
+        kwargs = {
+            'model': 'gpt-4',
+            'messages': [{'role': 'user', 'content': 'Hello'}],
+            'stream': False
+        }
+        
+        response_obj = MagicMock()
+        response_obj.model_dump.return_value = {
+            'id': 'resp-123',
+            'choices': [{'message': {'content': 'Hi there'}}],
+            'usage': {
+                'prompt_tokens': 10,
+                'completion_tokens': 5,
+                'total_tokens': 15
+            }
+        }
+        
+        # Call the method
+        self.logger.log_event(kwargs, response_obj, self.start_time, self.end_time, self.print_verbose)
+        
+        # Verify print_verbose was called with error message
+        self.print_verbose.assert_called_once_with("Athina Logger Error - Bad Request, 400")
+    
+    @patch('litellm.module_level_client.post')
+    def test_log_event_exception(self, mock_post):
+        """Test handling of exceptions during logging"""
+        # Setup mock to raise exception
+        mock_post.side_effect = Exception("Test exception")
+        
+        # Create test data
+        kwargs = {
+            'model': 'gpt-4',
+            'messages': [{'role': 'user', 'content': 'Hello'}],
+            'stream': False
+        }
+        
+        response_obj = MagicMock()
+        response_obj.model_dump.return_value = {}
+        
+        # Call the method
+        self.logger.log_event(kwargs, response_obj, self.start_time, self.end_time, self.print_verbose)
+        
+        # Verify print_verbose was called with exception info
+        self.print_verbose.assert_called_once()
+        self.assertIn("Athina Logger Error - Test exception", self.print_verbose.call_args[0][0])
+    
+    @patch('litellm.module_level_client.post')
+    def test_log_event_with_tools(self, mock_post):
+        """Test logging with tools/functions data"""
+        # Setup mock response
+        mock_response = MagicMock()
+        mock_response.status_code = 200
+        mock_post.return_value = mock_response
+        
+        # Create test data with tools
+        kwargs = {
+            'model': 'gpt-4',
+            'messages': [{'role': 'user', 'content': "What's the weather?"}],
+            'stream': False,
+            'optional_params': {
+                'tools': [{'type': 'function', 'function': {'name': 'get_weather'}}]
+            }
+        }
+        
+        response_obj = MagicMock()
+        response_obj.model_dump.return_value = {
+            'id': 'resp-123',
+            'usage': {'prompt_tokens': 10, 'completion_tokens': 5, 'total_tokens': 15}
+        }
+        
+        # Call the method
+        self.logger.log_event(kwargs, response_obj, self.start_time, self.end_time, self.print_verbose)
+        
+        # Verify the results
+        sent_data = json.loads(mock_post.call_args[1]['data'])
+        self.assertEqual(sent_data['tools'], [{'type': 'function', 'function': {'name': 'get_weather'}}])
+    
+
+if __name__ == '__main__':
+    unittest.main()
\ No newline at end of file

From 5ead81786dea2322b614118d0f4eac7c7843e3f0 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Sat, 1 Mar 2025 17:42:50 -0800
Subject: [PATCH 15/80] test_can_team_access_model

---
 tests/proxy_unit_tests/test_auth_checks.py | 36 +++++++++++++---------
 1 file changed, 22 insertions(+), 14 deletions(-)

diff --git a/tests/proxy_unit_tests/test_auth_checks.py b/tests/proxy_unit_tests/test_auth_checks.py
index ec36823633..0eb1a38755 100644
--- a/tests/proxy_unit_tests/test_auth_checks.py
+++ b/tests/proxy_unit_tests/test_auth_checks.py
@@ -394,7 +394,7 @@ async def test_virtual_key_max_budget_check(
 
 
 @pytest.mark.parametrize(
-    "model, team_models, expected_result",
+    "model, team_models, expect_to_work",
     [
         ("gpt-4", ["gpt-4"], True),  # exact match
         ("gpt-4", ["all-proxy-models"], True),  # all-proxy-models access
@@ -427,7 +427,7 @@ async def test_virtual_key_max_budget_check(
     ],
 )
 @pytest.mark.asyncio
-async def test_can_team_access_model(model, team_models, expected_result):
+async def test_can_team_access_model(model, team_models, expect_to_work):
     """
     Test cases for can_team_access_model:
     1. Exact model match
@@ -438,18 +438,26 @@ async def test_can_team_access_model(model, team_models, expected_result):
     6. Empty model list
     7. None model list
     """
-    team_object = LiteLLM_TeamTable(
-        team_id="test-team",
-        models=team_models,
-    )
-
-    result = await can_team_access_model(
-        model=model,
-        team_object=team_object,
-        llm_router=None,
-        team_model_aliases=None,
-    )
-    assert result == expected_result
+    try:
+        team_object = LiteLLM_TeamTable(
+            team_id="test-team",
+            models=team_models,
+        )
+        result = await can_team_access_model(
+            model=model,
+            team_object=team_object,
+            llm_router=None,
+            team_model_aliases=None,
+        )
+        if not expect_to_work:
+            pytest.fail(
+                f"Expected model access check to fail for model={model}, team_models={team_models}"
+            )
+    except Exception as e:
+        if expect_to_work:
+            pytest.fail(
+                f"Expected model access check to work for model={model}, team_models={team_models}. Got error: {str(e)}"
+            )
 
 
 @pytest.mark.parametrize(

From f5ccd7c5aa19e8f39207a612bd11a2cd69f03568 Mon Sep 17 00:00:00 2001
From: Cole McIntosh <colemcintosh6@gmail.com>
Date: Sun, 2 Mar 2025 20:41:30 -0700
Subject: [PATCH 16/80] build: Add Makefile for LiteLLM project with test
 targets

---
 Makefile | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)
 create mode 100644 Makefile

diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000000..6bd3cb57d4
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,21 @@
+# LiteLLM Makefile
+# Simple Makefile for running tests and basic development tasks
+
+.PHONY: help test test-unit test-integration
+
+# Default target
+help:
+	@echo "Available commands:"
+	@echo "  make test               - Run all tests"
+	@echo "  make test-unit          - Run unit tests"
+	@echo "  make test-integration   - Run integration tests"
+
+# Testing
+test:
+	poetry run pytest tests/
+
+test-unit:
+	poetry run pytest tests/litellm/
+
+test-integration:
+	poetry run pytest tests/ -k "not litellm" 
\ No newline at end of file

From fa88bc96328fd8e313632fd80cb962297a056323 Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 3 Mar 2025 04:16:12 -0800
Subject: [PATCH 17/80] changes

---
 litellm/__init__.py                           |   2 +-
 .../litellm_core_utils/get_model_cost_map.py  |  21 ++--
 model_prices_and_context_window.json          |   2 +-
 tests/code_coverage_tests/bedrock_pricing.py  |   3 +-
 tests/litellm_utils_tests/test_utils.py       |  12 +-
 .../base_embedding_unit_tests.py              |   3 +-
 tests/llm_translation/base_llm_unit_tests.py  |  27 ++---
 .../llm_translation/base_rerank_unit_tests.py |   3 +-
 .../test_anthropic_completion.py              |   3 +-
 .../test_bedrock_completion.py                |  15 +--
 tests/llm_translation/test_openai_o1.py       |   9 +-
 tests/llm_translation/test_rerank.py          |   3 +-
 tests/llm_translation/test_together_ai.py     |   3 +-
 .../test_amazing_vertex_completion.py         |   6 +-
 tests/local_testing/test_completion_cost.py   |  70 ++++-------
 tests/local_testing/test_embedding.py         |   6 +-
 tests/local_testing/test_get_model_info.py    |  21 ++--
 tests/local_testing/test_router_utils.py      |  12 +-
 ..._model_prices_and_context_window_schema.py | 111 ++++++++++++++++++
 19 files changed, 191 insertions(+), 141 deletions(-)
 create mode 100644 tests/test_model_prices_and_context_window_schema.py

diff --git a/litellm/__init__.py b/litellm/__init__.py
index 60b8cf81a0..a3756251d1 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -308,7 +308,7 @@ _key_management_settings: KeyManagementSettings = KeyManagementSettings()
 #### PII MASKING ####
 output_parse_pii: bool = False
 #############################################
-from litellm.litellm_core_utils.get_model_cost_map import get_model_cost_map
+from litellm.litellm_core_utils.get_model_cost_map import get_model_cost_map, get_locally_cached_model_cost_map
 
 model_cost = get_model_cost_map(url=model_cost_map_url)
 custom_prompt_dict: Dict[str, dict] = {}
diff --git a/litellm/litellm_core_utils/get_model_cost_map.py b/litellm/litellm_core_utils/get_model_cost_map.py
index b8bdaee19c..0e14457b2a 100644
--- a/litellm/litellm_core_utils/get_model_cost_map.py
+++ b/litellm/litellm_core_utils/get_model_cost_map.py
@@ -8,24 +8,29 @@ export LITELLM_LOCAL_MODEL_COST_MAP=True
 ```
 """
 
+from functools import cache
 import os
 
 import httpx
 
+@cache
+def get_locally_cached_model_cost_map():
+    import importlib.resources
+    import json
+
+    with importlib.resources.open_text(
+        "litellm", "model_prices_and_context_window_backup.json"
+    ) as f:
+        content = json.load(f)
+        return content
+
 
 def get_model_cost_map(url: str):
     if (
         os.getenv("LITELLM_LOCAL_MODEL_COST_MAP", False)
         or os.getenv("LITELLM_LOCAL_MODEL_COST_MAP", False) == "True"
     ):
-        import importlib.resources
-        import json
-
-        with importlib.resources.open_text(
-            "litellm", "model_prices_and_context_window_backup.json"
-        ) as f:
-            content = json.load(f)
-            return content
+        return get_locally_cached_model_cost_map()
 
     try:
         response = httpx.get(
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 96076fa3b8..961b55f49b 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6,7 +6,7 @@
         "input_cost_per_token": 0.0000,
         "output_cost_per_token": 0.000,
         "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
-        "mode": "one of chat, embedding, completion, image_generation, audio_transcription, audio_speech",
+        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, moderations, rerank",
         "supports_function_calling": true,
         "supports_parallel_function_calling": true,
         "supports_vision": true,
diff --git a/tests/code_coverage_tests/bedrock_pricing.py b/tests/code_coverage_tests/bedrock_pricing.py
index b2c9e78b06..9984cb8b0e 100644
--- a/tests/code_coverage_tests/bedrock_pricing.py
+++ b/tests/code_coverage_tests/bedrock_pricing.py
@@ -191,8 +191,7 @@ def _check_if_model_name_in_pricing(
     input_cost_per_1k_tokens: str,
     output_cost_per_1k_tokens: str,
 ):
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     for model, value in litellm.model_cost.items():
         if model.startswith(bedrock_model_name):
diff --git a/tests/litellm_utils_tests/test_utils.py b/tests/litellm_utils_tests/test_utils.py
index 2b1e78a681..fd8ad01c8b 100644
--- a/tests/litellm_utils_tests/test_utils.py
+++ b/tests/litellm_utils_tests/test_utils.py
@@ -907,8 +907,7 @@ def test_supports_response_schema(model, expected_bool):
     Should be true for gemini-1.5-pro on google ai studio / vertex ai AND predibase models
     Should be false otherwise
     """
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     from litellm.utils import supports_response_schema
 
@@ -1066,8 +1065,7 @@ def test_async_http_handler_force_ipv4(mock_async_client):
     "model, expected_bool", [("gpt-3.5-turbo", False), ("gpt-4o-audio-preview", True)]
 )
 def test_supports_audio_input(model, expected_bool):
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     from litellm.utils import supports_audio_input, supports_audio_output
 
@@ -1165,8 +1163,7 @@ def test_models_by_provider():
     """
     Make sure all providers from model map are in the valid providers list
     """
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     from litellm import models_by_provider
 
@@ -1484,8 +1481,7 @@ def test_get_valid_models_default(monkeypatch):
 
 
 def test_supports_vision_gemini():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     from litellm.utils import supports_vision
 
     assert supports_vision("gemini-1.5-pro") is True
diff --git a/tests/llm_translation/base_embedding_unit_tests.py b/tests/llm_translation/base_embedding_unit_tests.py
index 30a9dcc0da..1fcc825481 100644
--- a/tests/llm_translation/base_embedding_unit_tests.py
+++ b/tests/llm_translation/base_embedding_unit_tests.py
@@ -84,8 +84,7 @@ class BaseLLMEmbeddingTest(ABC):
         litellm.set_verbose = True
         from litellm.utils import supports_embedding_image_input
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         base_embedding_call_args = self.get_base_embedding_call_args()
         if not supports_embedding_image_input(base_embedding_call_args["model"], None):
diff --git a/tests/llm_translation/base_llm_unit_tests.py b/tests/llm_translation/base_llm_unit_tests.py
index f91ef0eae9..eb18cbce90 100644
--- a/tests/llm_translation/base_llm_unit_tests.py
+++ b/tests/llm_translation/base_llm_unit_tests.py
@@ -342,8 +342,7 @@ class BaseLLMChatTest(ABC):
         from pydantic import BaseModel
         from litellm.utils import supports_response_schema
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         class TestModel(BaseModel):
             first_response: str
@@ -382,16 +381,14 @@ class BaseLLMChatTest(ABC):
         from pydantic import BaseModel
         from litellm.utils import supports_response_schema
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     @pytest.mark.flaky(retries=6, delay=1)
     def test_json_response_nested_pydantic_obj(self):
         from pydantic import BaseModel
         from litellm.utils import supports_response_schema
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         class CalendarEvent(BaseModel):
             name: str
@@ -438,8 +435,7 @@ class BaseLLMChatTest(ABC):
         from litellm.utils import supports_response_schema
         from litellm.llms.base_llm.base_utils import type_to_response_format_param
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         class CalendarEvent(BaseModel):
             name: str
@@ -560,8 +556,7 @@ class BaseLLMChatTest(ABC):
         litellm.set_verbose = True
         from litellm.utils import supports_vision
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         base_completion_call_args = self.get_base_completion_call_args()
         if not supports_vision(base_completion_call_args["model"], None):
@@ -615,8 +610,7 @@ class BaseLLMChatTest(ABC):
         litellm.set_verbose = True
         from litellm.utils import supports_vision
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         image_url = "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
 
@@ -656,8 +650,7 @@ class BaseLLMChatTest(ABC):
         litellm.set_verbose = True
         from litellm.utils import supports_prompt_caching
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         base_completion_call_args = self.get_base_completion_call_args()
         if not supports_prompt_caching(base_completion_call_args["model"], None):
@@ -773,8 +766,7 @@ class BaseLLMChatTest(ABC):
             litellm._turn_on_debug()
             from litellm.utils import supports_function_calling
 
-            os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-            litellm.model_cost = litellm.get_model_cost_map(url="")
+            litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
             base_completion_call_args = self.get_base_completion_call_args()
             if not supports_function_calling(base_completion_call_args["model"], None):
@@ -872,8 +864,7 @@ class BaseLLMChatTest(ABC):
     async def test_completion_cost(self):
         from litellm import completion_cost
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         litellm.set_verbose = True
         response = await self.async_completion_function(
diff --git a/tests/llm_translation/base_rerank_unit_tests.py b/tests/llm_translation/base_rerank_unit_tests.py
index cff4a02753..b3f56f7c64 100644
--- a/tests/llm_translation/base_rerank_unit_tests.py
+++ b/tests/llm_translation/base_rerank_unit_tests.py
@@ -87,8 +87,7 @@ class BaseLLMRerankTest(ABC):
     @pytest.mark.parametrize("sync_mode", [True, False])
     async def test_basic_rerank(self, sync_mode):
         litellm._turn_on_debug()
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
         rerank_call_args = self.get_base_rerank_call_args()
         custom_llm_provider = self.get_custom_llm_provider()
         if sync_mode is True:
diff --git a/tests/llm_translation/test_anthropic_completion.py b/tests/llm_translation/test_anthropic_completion.py
index 37253a37e6..04158b4ab4 100644
--- a/tests/llm_translation/test_anthropic_completion.py
+++ b/tests/llm_translation/test_anthropic_completion.py
@@ -693,8 +693,7 @@ class TestAnthropicCompletion(BaseLLMChatTest):
         from pydantic import BaseModel
         from litellm.utils import supports_response_schema
 
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         class RFormat(BaseModel):
             question: str
diff --git a/tests/llm_translation/test_bedrock_completion.py b/tests/llm_translation/test_bedrock_completion.py
index 2fb0ffb9e5..99e4e7ed1a 100644
--- a/tests/llm_translation/test_bedrock_completion.py
+++ b/tests/llm_translation/test_bedrock_completion.py
@@ -1975,8 +1975,7 @@ def test_bedrock_converse_route():
 
 def test_bedrock_mapped_converse_models():
     litellm.set_verbose = True
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     litellm.add_known_models()
     litellm.completion(
         model="bedrock/us.amazon.nova-pro-v1:0",
@@ -2108,8 +2107,7 @@ def test_bedrock_supports_tool_call(model, expected_supports_tool_call):
 
 class TestBedrockConverseChatCrossRegion(BaseLLMChatTest):
     def get_base_completion_call_args(self) -> dict:
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
         litellm.add_known_models()
         return {
             "model": "bedrock/us.anthropic.claude-3-5-sonnet-20241022-v2:0",
@@ -2137,8 +2135,7 @@ class TestBedrockConverseChatCrossRegion(BaseLLMChatTest):
         """
         Test if region models info is correctly used for cost calculation. Using the base model info for cost calculation.
         """
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
         bedrock_model = "us.anthropic.claude-3-5-sonnet-20241022-v2:0"
         litellm.model_cost.pop(bedrock_model, None)
         model = f"bedrock/{bedrock_model}"
@@ -2155,8 +2152,7 @@ class TestBedrockConverseChatCrossRegion(BaseLLMChatTest):
 
 class TestBedrockConverseChatNormal(BaseLLMChatTest):
     def get_base_completion_call_args(self) -> dict:
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
         litellm.add_known_models()
         return {
             "model": "bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0",
@@ -2325,8 +2321,7 @@ def test_bedrock_nova_topk(top_k_param):
 def test_bedrock_cross_region_inference(monkeypatch):
     from litellm.llms.custom_httpx.http_handler import HTTPHandler
 
-    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     litellm.add_known_models()
 
     litellm.set_verbose = True
diff --git a/tests/llm_translation/test_openai_o1.py b/tests/llm_translation/test_openai_o1.py
index 4208f1ae38..bcd7648f2a 100644
--- a/tests/llm_translation/test_openai_o1.py
+++ b/tests/llm_translation/test_openai_o1.py
@@ -29,8 +29,7 @@ async def test_o1_handle_system_role(model):
     from openai import AsyncOpenAI
     from litellm.utils import supports_system_messages
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     litellm.set_verbose = True
 
@@ -83,8 +82,7 @@ async def test_o1_handle_tool_calling_optional_params(
     from litellm.utils import ProviderConfigManager
     from litellm.types.utils import LlmProviders
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     config = ProviderConfigManager.get_provider_chat_config(
         model=model, provider=LlmProviders.OPENAI
@@ -190,8 +188,7 @@ class TestOpenAIO3(BaseOSeriesModelsTest, BaseLLMChatTest):
 
 def test_o1_supports_vision():
     """Test that o1 supports vision"""
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     for k, v in litellm.model_cost.items():
         if k.startswith("o1") and v.get("litellm_provider") == "openai":
             assert v.get("supports_vision") is True, f"{k} does not support vision"
diff --git a/tests/llm_translation/test_rerank.py b/tests/llm_translation/test_rerank.py
index d2cb2b6fea..ef5df795ab 100644
--- a/tests/llm_translation/test_rerank.py
+++ b/tests/llm_translation/test_rerank.py
@@ -274,8 +274,7 @@ class TestLogger(CustomLogger):
 
 @pytest.mark.asyncio()
 async def test_rerank_custom_callbacks():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     custom_logger = TestLogger()
     litellm.callbacks = [custom_logger]
diff --git a/tests/llm_translation/test_together_ai.py b/tests/llm_translation/test_together_ai.py
index b83a700002..f275500817 100644
--- a/tests/llm_translation/test_together_ai.py
+++ b/tests/llm_translation/test_together_ai.py
@@ -42,8 +42,7 @@ class TestTogetherAI(BaseLLMChatTest):
     def test_get_supported_response_format_together_ai(
         self, model: str, expected_bool: bool
     ) -> None:
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
         optional_params = litellm.get_supported_openai_params(
             model, custom_llm_provider="together_ai"
         )
diff --git a/tests/local_testing/test_amazing_vertex_completion.py b/tests/local_testing/test_amazing_vertex_completion.py
index 02e0c9b2f1..d59df956be 100644
--- a/tests/local_testing/test_amazing_vertex_completion.py
+++ b/tests/local_testing/test_amazing_vertex_completion.py
@@ -1433,8 +1433,7 @@ async def test_gemini_pro_json_schema_args_sent_httpx(
     enforce_validation,
 ):
     load_vertex_ai_credentials()
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     litellm.set_verbose = True
     messages = [{"role": "user", "content": "List 5 cookie recipes"}]
@@ -1554,8 +1553,7 @@ async def test_gemini_pro_json_schema_args_sent_httpx_openai_schema(
     from pydantic import BaseModel
 
     load_vertex_ai_credentials()
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     litellm.set_verbose = True
 
diff --git a/tests/local_testing/test_completion_cost.py b/tests/local_testing/test_completion_cost.py
index 200f2c012e..77d49961bd 100644
--- a/tests/local_testing/test_completion_cost.py
+++ b/tests/local_testing/test_completion_cost.py
@@ -634,8 +634,7 @@ def test_gemini_completion_cost(above_128k, provider):
     """
     Check if cost correctly calculated for gemini models based on context window
     """
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     if provider == "gemini":
         model_name = "gemini-1.5-flash-latest"
     else:
@@ -690,8 +689,7 @@ def _count_characters(text):
 
 
 def test_vertex_ai_completion_cost():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     text = "The quick brown fox jumps over the lazy dog."
     characters = _count_characters(text=text)
@@ -726,8 +724,7 @@ def test_vertex_ai_medlm_completion_cost():
             model=model, messages=messages, custom_llm_provider="vertex_ai"
         )
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     model = "vertex_ai/medlm-medium"
     messages = [{"role": "user", "content": "Test MedLM completion cost."}]
@@ -746,8 +743,7 @@ def test_vertex_ai_claude_completion_cost():
     from litellm import Choices, Message, ModelResponse
     from litellm.utils import Usage
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     litellm.set_verbose = True
     input_tokens = litellm.token_counter(
@@ -796,8 +792,7 @@ def test_vertex_ai_embedding_completion_cost(caplog):
     """
     Relevant issue - https://github.com/BerriAI/litellm/issues/4630
     """
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     text = "The quick brown fox jumps over the lazy dog."
     input_tokens = litellm.token_counter(
@@ -839,8 +834,7 @@ def test_vertex_ai_embedding_completion_cost(caplog):
 #     from test_amazing_vertex_completion import load_vertex_ai_credentials
 
 #     load_vertex_ai_credentials()
-#     os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-#     litellm.model_cost = litellm.get_model_cost_map(url="")
+#     litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
 #     text = "The quick brown fox jumps over the lazy dog."
 #     input_tokens = litellm.token_counter(
@@ -867,8 +861,7 @@ def test_vertex_ai_embedding_completion_cost(caplog):
 
 def test_completion_azure_ai():
     try:
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
         litellm.set_verbose = True
         response = litellm.completion(
@@ -974,8 +967,7 @@ def test_vertex_ai_mistral_predict_cost(usage):
 
 @pytest.mark.parametrize("model", ["openai/tts-1", "azure/tts-1"])
 def test_completion_cost_tts(model):
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     cost = completion_cost(
         model=model,
@@ -1171,8 +1163,7 @@ def test_completion_cost_azure_common_deployment_name():
     ],
 )
 def test_completion_cost_prompt_caching(model, custom_llm_provider):
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     from litellm.utils import Choices, Message, ModelResponse, Usage
 
@@ -1273,8 +1264,7 @@ def test_completion_cost_prompt_caching(model, custom_llm_provider):
     ],
 )
 def test_completion_cost_databricks(model):
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     model, messages = model, [{"role": "user", "content": "What is 2+2?"}]
 
     resp = litellm.completion(model=model, messages=messages)  # works fine
@@ -1291,8 +1281,7 @@ def test_completion_cost_databricks(model):
     ],
 )
 def test_completion_cost_databricks_embedding(model):
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     resp = litellm.embedding(model=model, input=["hey, how's it going?"])  # works fine
 
     print(resp)
@@ -1319,8 +1308,7 @@ def test_get_model_params_fireworks_ai(model, base_model):
     ["fireworks_ai/llama-v3p1-405b-instruct", "fireworks_ai/mixtral-8x7b-instruct"],
 )
 def test_completion_cost_fireworks_ai(model):
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     messages = [{"role": "user", "content": "Hey, how's it going?"}]
     resp = litellm.completion(model=model, messages=messages)  # works fine
@@ -1337,8 +1325,7 @@ def test_cost_azure_openai_prompt_caching():
     )
     from litellm import get_model_info
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     model = "azure/o1-mini"
 
@@ -1427,8 +1414,7 @@ def test_cost_azure_openai_prompt_caching():
 
 
 def test_completion_cost_vertex_llama3():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     from litellm.utils import Choices, Message, ModelResponse, Usage
 
@@ -1468,8 +1454,7 @@ def test_cost_openai_prompt_caching():
     from litellm.utils import Choices, Message, ModelResponse, Usage
     from litellm import get_model_info
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     model = "gpt-4o-mini-2024-07-18"
 
@@ -1559,8 +1544,7 @@ def test_cost_openai_prompt_caching():
 def test_completion_cost_azure_ai_rerank(model):
     from litellm import RerankResponse, rerank
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     response = RerankResponse(
         id="b01dbf2e-63c8-4981-9e69-32241da559ed",
@@ -1591,8 +1575,7 @@ def test_completion_cost_azure_ai_rerank(model):
 def test_together_ai_embedding_completion_cost():
     from litellm.utils import Choices, EmbeddingResponse, Message, ModelResponse, Usage
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     response = EmbeddingResponse(
         model="togethercomputer/m2-bert-80M-8k-retrieval",
         data=[
@@ -2449,8 +2432,7 @@ def test_completion_cost_params_gemini_3():
 
     from litellm.llms.vertex_ai.cost_calculator import cost_per_character
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     response = ModelResponse(
         id="chatcmpl-61043504-4439-48be-9996-e29bdee24dc3",
@@ -2519,8 +2501,7 @@ def test_completion_cost_params_gemini_3():
 # @pytest.mark.flaky(retries=3, delay=1)
 @pytest.mark.parametrize("stream", [False])  # True,
 async def test_test_completion_cost_gpt4o_audio_output_from_model(stream):
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     from litellm.types.utils import (
         Choices,
         Message,
@@ -2617,8 +2598,7 @@ def test_completion_cost_model_response_cost(response_model, custom_llm_provider
     """
     from litellm import ModelResponse
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     litellm.set_verbose = True
     response = {
@@ -2718,8 +2698,7 @@ def test_select_model_name_for_cost_calc():
 def test_moderations():
     from litellm import moderation
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     litellm.add_known_models()
 
     assert "omni-moderation-latest" in litellm.model_cost
@@ -2772,8 +2751,7 @@ def test_bedrock_cost_calc_with_region():
 
     from litellm import ModelResponse
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     litellm.add_known_models()
 
@@ -2972,9 +2950,7 @@ async def test_cost_calculator_with_custom_pricing_router(model_item, custom_pri
 def test_json_valid_model_cost_map():
     import json
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-
-    model_cost = litellm.get_model_cost_map(url="")
+    model_cost = litellm.get_locally_cached_model_cost_map()
 
     try:
         # Attempt to serialize and deserialize the JSON
diff --git a/tests/local_testing/test_embedding.py b/tests/local_testing/test_embedding.py
index c85a830e5f..c369dd73eb 100644
--- a/tests/local_testing/test_embedding.py
+++ b/tests/local_testing/test_embedding.py
@@ -115,8 +115,7 @@ def test_openai_embedding_3():
 @pytest.mark.asyncio
 async def test_openai_azure_embedding_simple(model, api_base, api_key, sync_mode):
     try:
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
         # litellm.set_verbose = True
         if sync_mode:
             response = embedding(
@@ -198,8 +197,7 @@ def _azure_ai_image_mock_response(*args, **kwargs):
 @pytest.mark.asyncio
 async def test_azure_ai_embedding_image(model, api_base, api_key, sync_mode):
     try:
-        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-        litellm.model_cost = litellm.get_model_cost_map(url="")
+        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
         input = base64_image
         if sync_mode:
             client = HTTPHandler()
diff --git a/tests/local_testing/test_get_model_info.py b/tests/local_testing/test_get_model_info.py
index c879332c7b..c40ac41be2 100644
--- a/tests/local_testing/test_get_model_info.py
+++ b/tests/local_testing/test_get_model_info.py
@@ -58,16 +58,14 @@ def test_get_model_info_shows_correct_supports_vision():
 
 
 def test_get_model_info_shows_assistant_prefill():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     info = litellm.get_model_info("deepseek/deepseek-chat")
     print("info", info)
     assert info.get("supports_assistant_prefill") is True
 
 
 def test_get_model_info_shows_supports_prompt_caching():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     info = litellm.get_model_info("deepseek/deepseek-chat")
     print("info", info)
     assert info.get("supports_prompt_caching") is True
@@ -116,8 +114,7 @@ def test_get_model_info_gemini():
     """
     Tests if ALL gemini models have 'tpm' and 'rpm' in the model info
     """
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     model_map = litellm.model_cost
     for model, info in model_map.items():
@@ -127,8 +124,7 @@ def test_get_model_info_gemini():
 
 
 def test_get_model_info_bedrock_region():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     args = {
         "model": "us.anthropic.claude-3-5-sonnet-20241022-v2:0",
         "custom_llm_provider": "bedrock",
@@ -212,8 +208,7 @@ def test_model_info_bedrock_converse(monkeypatch):
 
     This ensures they are automatically routed to the converse endpoint.
     """
-    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     try:
         # Load whitelist models from file
         with open("whitelisted_bedrock_models.txt", "r") as file:
@@ -231,8 +226,7 @@ def test_model_info_bedrock_converse_enforcement(monkeypatch):
     """
     Test the enforcement of the whitelist by adding a fake model and ensuring the test fails.
     """
-    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     # Add a fake unwhitelisted model
     litellm.model_cost["fake.bedrock-chat-model"] = {
@@ -323,8 +317,7 @@ def test_get_model_info_bedrock_models():
     """
     from litellm.llms.bedrock.common_utils import BedrockModelInfo
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
 
     for k, v in litellm.model_cost.items():
         if v["litellm_provider"] == "bedrock":
diff --git a/tests/local_testing/test_router_utils.py b/tests/local_testing/test_router_utils.py
index 7de9707579..d0afc440d9 100644
--- a/tests/local_testing/test_router_utils.py
+++ b/tests/local_testing/test_router_utils.py
@@ -178,8 +178,7 @@ async def test_update_kwargs_before_fallbacks(call_type):
 
 
 def test_router_get_model_info_wildcard_routes():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     router = Router(
         model_list=[
             {
@@ -200,8 +199,7 @@ def test_router_get_model_info_wildcard_routes():
 
 @pytest.mark.asyncio
 async def test_router_get_model_group_usage_wildcard_routes():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     router = Router(
         model_list=[
             {
@@ -297,8 +295,7 @@ async def test_call_router_callbacks_on_failure():
 
 @pytest.mark.asyncio
 async def test_router_model_group_headers():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     from litellm.types.utils import OPENAI_RESPONSE_HEADERS
 
     router = Router(
@@ -330,8 +327,7 @@ async def test_router_model_group_headers():
 
 @pytest.mark.asyncio
 async def test_get_remaining_model_group_usage():
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    litellm.model_cost = litellm.get_model_cost_map(url="")
+    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
     from litellm.types.utils import OPENAI_RESPONSE_HEADERS
 
     router = Router(
diff --git a/tests/test_model_prices_and_context_window_schema.py b/tests/test_model_prices_and_context_window_schema.py
new file mode 100644
index 0000000000..80d35f84b4
--- /dev/null
+++ b/tests/test_model_prices_and_context_window_schema.py
@@ -0,0 +1,111 @@
+import litellm
+from jsonschema import validate
+
+def test_model_prices_and_context_window_json_is_valid():
+    '''
+    Validates the `model_prices_and_context_window.json` file.
+
+    If this test fails after you update the json, you need to update the schema or correct the change you made.
+    '''
+
+    INTENDED_SCHEMA = {
+        "type": "object",
+        "additionalProperties": {
+            "type": "object",
+            "properties": {
+                "cache_creation_input_audio_token_cost": {"type": "number"},
+                "cache_creation_input_token_cost": {"type": "number"},
+                "cache_read_input_token_cost": {"type": "number"},
+                "deprecation_date": {"type": "string"},
+                "input_cost_per_audio_per_second": {"type": "number"},
+                "input_cost_per_audio_per_second_above_128k_tokens": {"type": "number"},
+                "input_cost_per_audio_token": {"type": "number"},
+                "input_cost_per_character": {"type": "number"},
+                "input_cost_per_character_above_128k_tokens": {"type": "number"},
+                "input_cost_per_image": {"type": "number"},
+                "input_cost_per_image_above_128k_tokens": {"type": "number"},
+                "input_cost_per_pixel": {"type": "number"},
+                "input_cost_per_query": {"type": "number"},
+                "input_cost_per_request": {"type": "number"},
+                "input_cost_per_second": {"type": "number"},
+                "input_cost_per_token": {"type": "number"},
+                "input_cost_per_token_above_128k_tokens": {"type": "number"},
+                "input_cost_per_token_batch_requests": {"type": "number"},
+                "input_cost_per_token_batches": {"type": "number"},
+                "input_cost_per_token_cache_hit": {"type": "number"},
+                "input_cost_per_video_per_second": {"type": "number"},
+                "input_cost_per_video_per_second_above_128k_tokens": {"type": "number"},
+                "input_dbu_cost_per_token": {"type": "number"},
+                "litellm_provider": {"type": "string"},
+                "max_audio_length_hours": {"type": "number"},
+                "max_audio_per_prompt": {"type": "number"},
+                "max_document_chunks_per_query": {"type": "number"},
+                "max_images_per_prompt": {"type": "number"},
+                "max_input_tokens": {"type": "number"},
+                "max_output_tokens": {"type": "number"},
+                "max_pdf_size_mb": {"type": "number"},
+                "max_query_tokens": {"type": "number"},
+                "max_tokens": {"type": "number"},
+                "max_tokens_per_document_chunk": {"type": "number"},
+                "max_video_length": {"type": "number"},
+                "max_videos_per_prompt": {"type": "number"},
+                "metadata": {"type": "object"},
+                "mode": {
+                    "type": "string",
+                    "enum": [
+                        "audio_speech",
+                        "audio_transcription",
+                        "chat",
+                        "completion",
+                        "embedding",
+                        "image_generation",
+                        "moderation",
+                        "moderations",
+                        "rerank"
+                    ],
+                },
+                "output_cost_per_audio_token": {"type": "number"},
+                "output_cost_per_character": {"type": "number"},
+                "output_cost_per_character_above_128k_tokens": {"type": "number"},
+                "output_cost_per_image": {"type": "number"},
+                "output_cost_per_pixel": {"type": "number"},
+                "output_cost_per_second": {"type": "number"},
+                "output_cost_per_token": {"type": "number"},
+                "output_cost_per_token_above_128k_tokens": {"type": "number"},
+                "output_cost_per_token_batches": {"type": "number"},
+                "output_db_cost_per_token": {"type": "number"},
+                "output_dbu_cost_per_token": {"type": "number"},
+                "output_vector_size": {"type": "number"},
+                "rpd": {"type": "number"},
+                "rpm": {"type": "number"},
+                "source": {"type": "string"},
+                "supports_assistant_prefill": {"type": "boolean"},
+                "supports_audio_input": {"type": "boolean"},
+                "supports_audio_output": {"type": "boolean"},
+                "supports_embedding_image_input": {"type": "boolean"},
+                "supports_function_calling": {"type": "boolean"},
+                "supports_image_input": {"type": "boolean"},
+                "supports_parallel_function_calling": {"type": "boolean"},
+                "supports_pdf_input": {"type": "boolean"},
+                "supports_prompt_caching": {"type": "boolean"},
+                "supports_response_schema": {"type": "boolean"},
+                "supports_system_messages": {"type": "boolean"},
+                "supports_tool_choice": {"type": "boolean"},
+                "supports_video_input": {"type": "boolean"},
+                "supports_vision": {"type": "boolean"},
+                "tool_use_system_prompt_tokens": {"type": "number"},
+                "tpm": {"type": "number"},
+            },
+            "additionalProperties": False,
+        },
+    }
+
+    actual_json = litellm.get_locally_cached_model_cost_map()
+    assert isinstance(actual_json, dict)
+    temporarily_removed = actual_json.pop('sample_spec', None) # remove the sample, whose schema is inconsistent with the real data
+
+    validate(actual_json, INTENDED_SCHEMA)
+
+    if temporarily_removed is not None:
+        # put back the sample spec that we removed
+        actual_json.update({'sample_spec': temporarily_removed})

From 8cd5d8d8f3c7bfd06db48f2bcd146ccb9630b380 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Wed, 5 Mar 2025 22:46:46 +0000
Subject: [PATCH 18/80] build(deps): bump jinja2 from 3.1.4 to 3.1.6

Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.4 to 3.1.6.
- [Release notes](https://github.com/pallets/jinja/releases)
- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/jinja/compare/3.1.4...3.1.6)

---
updated-dependencies:
- dependency-name: jinja2
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/requirements.txt b/requirements.txt
index d9b89cfa07..3d695d1766 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -44,7 +44,7 @@ tiktoken==0.8.0 # for calculating usage
 importlib-metadata==6.8.0 # for random utils
 tokenizers==0.20.2 # for calculating usage
 click==8.1.7 # for proxy cli 
-jinja2==3.1.4 # for prompt templates
+jinja2==3.1.6 # for prompt templates
 aiohttp==3.10.2 # for network calls
 aioboto3==12.3.0 # for async sagemaker calls
 tenacity==8.2.3  # for retrying requests, when litellm.num_retries set

From 9dee3e2e3f9105e6a9fc99b8cb5873255b3ca61e Mon Sep 17 00:00:00 2001
From: lucca <luccazen@gmail.com>
Date: Thu, 6 Mar 2025 13:28:07 -0300
Subject: [PATCH 19/80] pricing

---
 ...odel_prices_and_context_window_backup.json | 20 +++++++++++++++++++
 model_prices_and_context_window.json          | 20 +++++++++++++++++++
 2 files changed, 40 insertions(+)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index dd90f3dff9..3d180c3df9 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -6044,6 +6044,26 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
+    "jamba-1.6-large": {
+        "max_tokens": 256000,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "input_cost_per_token": 0.000002,
+        "output_cost_per_token": 0.000008,
+        "litellm_provider": "ai21",
+        "mode": "chat",
+        "supports_tool_choice": true
+    },
+    "jamba-1.6-mini": {
+        "max_tokens": 256000,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "input_cost_per_token": 0.0000002,
+        "output_cost_per_token": 0.0000004,
+        "litellm_provider": "ai21",
+        "mode": "chat",
+        "supports_tool_choice": true
+    },
     "jamba-1.5-mini": {
         "max_tokens": 256000,
         "max_input_tokens": 256000,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index dd90f3dff9..1d7392ae7f 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6064,6 +6064,26 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
+    "jamba-1.6-large": {
+        "max_tokens": 256000,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "input_cost_per_token": 0.000002,
+        "output_cost_per_token": 0.000008,
+        "litellm_provider": "ai21",
+        "mode": "chat",
+        "supports_tool_choice": true
+    },
+    "jamba-1.6-mini": {
+        "max_tokens": 256000,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "input_cost_per_token": 0.0000002,
+        "output_cost_per_token": 0.0000004,
+        "litellm_provider": "ai21",
+        "mode": "chat",
+        "supports_tool_choice": true
+    },
     "j2-mid": {
         "max_tokens": 8192,
         "max_input_tokens": 8192,

From af9f85e0d9e384e384a8b4618e779545b3e03fd5 Mon Sep 17 00:00:00 2001
From: lucca <luccazen@gmail.com>
Date: Thu, 6 Mar 2025 15:57:29 -0300
Subject: [PATCH 20/80] fix

---
 litellm/model_prices_and_context_window_backup.json | 4 ++--
 model_prices_and_context_window.json                | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 3d180c3df9..853791989e 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -6044,7 +6044,7 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "jamba-1.6-large": {
+    "jamba-large-1.6": {
         "max_tokens": 256000,
         "max_input_tokens": 256000,
         "max_output_tokens": 256000,
@@ -6054,7 +6054,7 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "jamba-1.6-mini": {
+    "jamba-mini-1.6": {
         "max_tokens": 256000,
         "max_input_tokens": 256000,
         "max_output_tokens": 256000,
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 1d7392ae7f..292c2a6193 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6064,7 +6064,7 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "jamba-1.6-large": {
+    "jamba-large-1.6": {
         "max_tokens": 256000,
         "max_input_tokens": 256000,
         "max_output_tokens": 256000,
@@ -6074,7 +6074,7 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "jamba-1.6-mini": {
+    "jamba-mini-1.6": {
         "max_tokens": 256000,
         "max_input_tokens": 256000,
         "max_output_tokens": 256000,

From 805679becccbee2107b1d0f07a6c811fa8418067 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Thu, 6 Mar 2025 23:05:54 -0800
Subject: [PATCH 21/80] feat(handle_jwt.py): support multiple jwt url's

---
 litellm/proxy/auth/handle_jwt.py   | 50 +++++++++++++++------------
 tests/proxy_unit_tests/test_jwt.py | 55 +++++++++++++++++++++++-------
 2 files changed, 70 insertions(+), 35 deletions(-)

diff --git a/litellm/proxy/auth/handle_jwt.py b/litellm/proxy/auth/handle_jwt.py
index 29f4b31f9c..61da9825e6 100644
--- a/litellm/proxy/auth/handle_jwt.py
+++ b/litellm/proxy/auth/handle_jwt.py
@@ -344,32 +344,38 @@ class JWTHandler:
         if keys_url is None:
             raise Exception("Missing JWT Public Key URL from environment.")
 
-        cached_keys = await self.user_api_key_cache.async_get_cache(
-            "litellm_jwt_auth_keys"
-        )
-        if cached_keys is None:
-            response = await self.http_handler.get(keys_url)
+        keys_url_list = [url.strip() for url in keys_url.split(",")]
 
-            response_json = response.json()
-            if "keys" in response_json:
-                keys: JWKKeyValue = response.json()["keys"]
+        for key_url in keys_url_list:
+
+            cache_key = f"litellm_jwt_auth_keys_{key_url}"
+
+            cached_keys = await self.user_api_key_cache.async_get_cache(cache_key)
+
+            if cached_keys is None:
+                response = await self.http_handler.get(key_url)
+
+                response_json = response.json()
+                if "keys" in response_json:
+                    keys: JWKKeyValue = response.json()["keys"]
+                else:
+                    keys = response_json
+
+                await self.user_api_key_cache.async_set_cache(
+                    key=cache_key,
+                    value=keys,
+                    ttl=self.litellm_jwtauth.public_key_ttl,  # cache for 10 mins
+                )
             else:
-                keys = response_json
+                keys = cached_keys
 
-            await self.user_api_key_cache.async_set_cache(
-                key="litellm_jwt_auth_keys",
-                value=keys,
-                ttl=self.litellm_jwtauth.public_key_ttl,  # cache for 10 mins
-            )
-        else:
-            keys = cached_keys
+            public_key = self.parse_keys(keys=keys, kid=kid)
+            if public_key is not None:
+                return cast(dict, public_key)
 
-        public_key = self.parse_keys(keys=keys, kid=kid)
-        if public_key is None:
-            raise Exception(
-                f"No matching public key found. kid={kid}, keys_url={keys_url}, cached_keys={cached_keys}, len(keys)={len(keys)}"
-            )
-        return cast(dict, public_key)
+        raise Exception(
+            f"No matching public key found. keys={keys_url_list}, kid={kid}"
+        )
 
     def parse_keys(self, keys: JWKKeyValue, kid: Optional[str]) -> Optional[JWTKeyItem]:
         public_key: Optional[JWTKeyItem] = None
diff --git a/tests/proxy_unit_tests/test_jwt.py b/tests/proxy_unit_tests/test_jwt.py
index 7a9d2f0019..d96fb691f7 100644
--- a/tests/proxy_unit_tests/test_jwt.py
+++ b/tests/proxy_unit_tests/test_jwt.py
@@ -64,7 +64,7 @@ def test_load_config_with_custom_role_names():
 
 
 @pytest.mark.asyncio
-async def test_token_single_public_key():
+async def test_token_single_public_key(monkeypatch):
     import jwt
 
     jwt_handler = JWTHandler()
@@ -80,10 +80,15 @@ async def test_token_single_public_key():
         ]
     }
 
+    monkeypatch.setenv("JWT_PUBLIC_KEY_URL", "https://example.com/public-key")
+
     # set cache
     cache = DualCache()
 
-    await cache.async_set_cache(key="litellm_jwt_auth_keys", value=backend_keys["keys"])
+    await cache.async_set_cache(
+        key="litellm_jwt_auth_keys_https://example.com/public-key",
+        value=backend_keys["keys"],
+    )
 
     jwt_handler.user_api_key_cache = cache
 
@@ -99,7 +104,7 @@ async def test_token_single_public_key():
 
 @pytest.mark.parametrize("audience", [None, "litellm-proxy"])
 @pytest.mark.asyncio
-async def test_valid_invalid_token(audience):
+async def test_valid_invalid_token(audience, monkeypatch):
     """
     Tests
     - valid token
@@ -116,6 +121,8 @@ async def test_valid_invalid_token(audience):
     if audience:
         os.environ["JWT_AUDIENCE"] = audience
 
+    monkeypatch.setenv("JWT_PUBLIC_KEY_URL", "https://example.com/public-key")
+
     # Generate a private / public key pair using RSA algorithm
     key = rsa.generate_private_key(
         public_exponent=65537, key_size=2048, backend=default_backend()
@@ -145,7 +152,9 @@ async def test_valid_invalid_token(audience):
     # set cache
     cache = DualCache()
 
-    await cache.async_set_cache(key="litellm_jwt_auth_keys", value=[public_jwk])
+    await cache.async_set_cache(
+        key="litellm_jwt_auth_keys_https://example.com/public-key", value=[public_jwk]
+    )
 
     jwt_handler = JWTHandler()
 
@@ -294,7 +303,7 @@ def team_token_tuple():
 
 @pytest.mark.parametrize("audience", [None, "litellm-proxy"])
 @pytest.mark.asyncio
-async def test_team_token_output(prisma_client, audience):
+async def test_team_token_output(prisma_client, audience, monkeypatch):
     import json
     import uuid
 
@@ -316,6 +325,8 @@ async def test_team_token_output(prisma_client, audience):
     if audience:
         os.environ["JWT_AUDIENCE"] = audience
 
+    monkeypatch.setenv("JWT_PUBLIC_KEY_URL", "https://example.com/public-key")
+
     # Generate a private / public key pair using RSA algorithm
     key = rsa.generate_private_key(
         public_exponent=65537, key_size=2048, backend=default_backend()
@@ -345,7 +356,9 @@ async def test_team_token_output(prisma_client, audience):
     # set cache
     cache = DualCache()
 
-    await cache.async_set_cache(key="litellm_jwt_auth_keys", value=[public_jwk])
+    await cache.async_set_cache(
+        key="litellm_jwt_auth_keys_https://example.com/public-key", value=[public_jwk]
+    )
 
     jwt_handler = JWTHandler()
 
@@ -463,7 +476,7 @@ async def test_team_token_output(prisma_client, audience):
 @pytest.mark.parametrize("user_id_upsert", [True, False])
 @pytest.mark.asyncio
 async def aaaatest_user_token_output(
-    prisma_client, audience, team_id_set, default_team_id, user_id_upsert
+    prisma_client, audience, team_id_set, default_team_id, user_id_upsert, monkeypatch
 ):
     import uuid
 
@@ -528,10 +541,14 @@ async def aaaatest_user_token_output(
 
     assert isinstance(public_jwk, dict)
 
+    monkeypatch.setenv("JWT_PUBLIC_KEY_URL", "https://example.com/public-key")
+
     # set cache
     cache = DualCache()
 
-    await cache.async_set_cache(key="litellm_jwt_auth_keys", value=[public_jwk])
+    await cache.async_set_cache(
+        key="litellm_jwt_auth_keys_https://example.com/public-key", value=[public_jwk]
+    )
 
     jwt_handler = JWTHandler()
 
@@ -699,7 +716,9 @@ async def aaaatest_user_token_output(
 @pytest.mark.parametrize("admin_allowed_routes", [None, ["ui_routes"]])
 @pytest.mark.parametrize("audience", [None, "litellm-proxy"])
 @pytest.mark.asyncio
-async def test_allowed_routes_admin(prisma_client, audience, admin_allowed_routes):
+async def test_allowed_routes_admin(
+    prisma_client, audience, admin_allowed_routes, monkeypatch
+):
     """
     Add a check to make sure jwt proxy admin scope can access all allowed admin routes
 
@@ -723,6 +742,8 @@ async def test_allowed_routes_admin(prisma_client, audience, admin_allowed_route
     setattr(litellm.proxy.proxy_server, "prisma_client", prisma_client)
     await litellm.proxy.proxy_server.prisma_client.connect()
 
+    monkeypatch.setenv("JWT_PUBLIC_KEY_URL", "https://example.com/public-key")
+
     os.environ.pop("JWT_AUDIENCE", None)
     if audience:
         os.environ["JWT_AUDIENCE"] = audience
@@ -756,7 +777,9 @@ async def test_allowed_routes_admin(prisma_client, audience, admin_allowed_route
     # set cache
     cache = DualCache()
 
-    await cache.async_set_cache(key="litellm_jwt_auth_keys", value=[public_jwk])
+    await cache.async_set_cache(
+        key="litellm_jwt_auth_keys_https://example.com/public-key", value=[public_jwk]
+    )
 
     jwt_handler = JWTHandler()
 
@@ -910,7 +933,9 @@ def mock_user_object(*args, **kwargs):
     "user_email, should_work", [("ishaan@berri.ai", True), ("krrish@tassle.xyz", False)]
 )
 @pytest.mark.asyncio
-async def test_allow_access_by_email(public_jwt_key, user_email, should_work):
+async def test_allow_access_by_email(
+    public_jwt_key, user_email, should_work, monkeypatch
+):
     """
     Allow anyone with an `@xyz.com` email make a request to the proxy.
 
@@ -925,10 +950,14 @@ async def test_allow_access_by_email(public_jwt_key, user_email, should_work):
     public_jwk = public_jwt_key["public_jwk"]
     private_key = public_jwt_key["private_key"]
 
+    monkeypatch.setenv("JWT_PUBLIC_KEY_URL", "https://example.com/public-key")
+
     # set cache
     cache = DualCache()
 
-    await cache.async_set_cache(key="litellm_jwt_auth_keys", value=[public_jwk])
+    await cache.async_set_cache(
+        key="litellm_jwt_auth_keys_https://example.com/public-key", value=[public_jwk]
+    )
 
     jwt_handler = JWTHandler()
 
@@ -1074,7 +1103,7 @@ async def test_end_user_jwt_auth(monkeypatch):
     ]
 
     cache.set_cache(
-        key="litellm_jwt_auth_keys",
+        key="litellm_jwt_auth_keys_https://example.com/public-key",
         value=keys,
     )
 

From 2c5b2da9558cbda394ff669785dc41ebf89f76d5 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Sun, 9 Mar 2025 18:35:10 -0700
Subject: [PATCH 22/80] fix: make type object subscriptable

---
 litellm/router.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/litellm/router.py b/litellm/router.py
index d1c410e786..7fe5c2fb94 100644
--- a/litellm/router.py
+++ b/litellm/router.py
@@ -618,7 +618,7 @@ class Router:
 
     @staticmethod
     def _create_redis_cache(
-        cache_config: dict[str, Any]
+        cache_config: Dict[str, Any]
     ) -> RedisCache | RedisClusterCache:
         if cache_config.get("startup_nodes"):
             return RedisClusterCache(**cache_config)

From c08705517bfcca1ad48cb6029a4899f0820ef20c Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Sun, 9 Mar 2025 19:40:03 -0700
Subject: [PATCH 23/80] test: fix test

---
 tests/proxy_unit_tests/test_user_api_key_auth.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/proxy_unit_tests/test_user_api_key_auth.py b/tests/proxy_unit_tests/test_user_api_key_auth.py
index dbe49a560d..e956a22282 100644
--- a/tests/proxy_unit_tests/test_user_api_key_auth.py
+++ b/tests/proxy_unit_tests/test_user_api_key_auth.py
@@ -826,7 +826,7 @@ async def test_jwt_user_api_key_auth_builder_enforce_rbac(enforce_rbac, monkeypa
     ]
 
     local_cache.set_cache(
-        key="litellm_jwt_auth_keys",
+        key="litellm_jwt_auth_keys_my-fake-url",
         value=keys,
     )
 

From 666690c31cc415317cb981cae00b5664bff40f38 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 10:18:03 -0700
Subject: [PATCH 24/80] fix atext_completion

---
 litellm/main.py | 46 +++++++++++-----------------------------------
 1 file changed, 11 insertions(+), 35 deletions(-)

diff --git a/litellm/main.py b/litellm/main.py
index 846a908a8e..903e0e938b 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -3900,42 +3900,18 @@ async def atext_completion(
         ctx = contextvars.copy_context()
         func_with_context = partial(ctx.run, func)
 
-        _, custom_llm_provider, _, _ = get_llm_provider(
-            model=model, api_base=kwargs.get("api_base", None)
-        )
-
-        if (
-            custom_llm_provider == "openai"
-            or custom_llm_provider == "azure"
-            or custom_llm_provider == "azure_text"
-            or custom_llm_provider == "custom_openai"
-            or custom_llm_provider == "anyscale"
-            or custom_llm_provider == "mistral"
-            or custom_llm_provider == "openrouter"
-            or custom_llm_provider == "deepinfra"
-            or custom_llm_provider == "perplexity"
-            or custom_llm_provider == "groq"
-            or custom_llm_provider == "nvidia_nim"
-            or custom_llm_provider == "cerebras"
-            or custom_llm_provider == "sambanova"
-            or custom_llm_provider == "ai21_chat"
-            or custom_llm_provider == "ai21"
-            or custom_llm_provider == "volcengine"
-            or custom_llm_provider == "text-completion-codestral"
-            or custom_llm_provider == "deepseek"
-            or custom_llm_provider == "text-completion-openai"
-            or custom_llm_provider == "huggingface"
-            or custom_llm_provider == "ollama"
-            or custom_llm_provider == "vertex_ai"
-            or custom_llm_provider in litellm.openai_compatible_providers
-        ):  # currently implemented aiohttp calls for just azure and openai, soon all.
-            # Await normally
-            response = await loop.run_in_executor(None, func_with_context)
-            if asyncio.iscoroutine(response):
-                response = await response
+        init_response = await loop.run_in_executor(None, func_with_context)
+        if isinstance(init_response, dict) or isinstance(
+            init_response, TextCompletionResponse
+        ):  ## CACHING SCENARIO
+            if isinstance(init_response, dict):
+                response = TextCompletionResponse(**init_response)
+            response = init_response
+        elif asyncio.iscoroutine(init_response):
+            response = await init_response
         else:
-            # Call the synchronous function using run_in_executor
-            response = await loop.run_in_executor(None, func_with_context)
+            response = init_response  # type: ignore
+
         if (
             kwargs.get("stream", False) is True
             or isinstance(response, TextCompletionStreamWrapper)

From 6d537aec48274e8482fbd46389714bef92e22c41 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 10:36:50 -0700
Subject: [PATCH 25/80] OpenAI_Text

---
 .../components/add_model/provider_specific_fields.tsx |  3 ++-
 .../src/components/provider_info_helpers.tsx          | 11 +++++++++--
 2 files changed, 11 insertions(+), 3 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx b/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
index b3da80c715..365d75dbad 100644
--- a/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
@@ -99,7 +99,8 @@ const ProviderSpecificFields: React.FC<ProviderSpecificFieldsProps> = ({
 
       {(selectedProviderEnum === Providers.Azure ||
         selectedProviderEnum === Providers.Azure_AI_Studio ||
-        selectedProviderEnum === Providers.OpenAI_Compatible
+        selectedProviderEnum === Providers.OpenAI_Compatible ||
+        selectedProviderEnum === Providers.OpenAI_Text_Compatible
       ) && (
         <Form.Item
           rules={[{ required: true, message: "Required" }]}
diff --git a/ui/litellm-dashboard/src/components/provider_info_helpers.tsx b/ui/litellm-dashboard/src/components/provider_info_helpers.tsx
index c18cf6a367..a0b2a9b30f 100644
--- a/ui/litellm-dashboard/src/components/provider_info_helpers.tsx
+++ b/ui/litellm-dashboard/src/components/provider_info_helpers.tsx
@@ -1,7 +1,11 @@
+import OpenAI from "openai";
 import React from "react";
 
 export enum Providers {
     OpenAI = "OpenAI",
+    OpenAI_Compatible = "OpenAI-Compatible Endpoints (Together AI, etc.)",
+    OpenAI_Text = "OpenAI Text Completion",
+    OpenAI_Text_Compatible = "OpenAI-Compatible Text Completion Models (Together AI, etc.)",
     Azure = "Azure",
     Azure_AI_Studio = "Azure AI Foundry (Studio)",
     Anthropic = "Anthropic",
@@ -11,7 +15,6 @@ export enum Providers {
     Groq = "Groq",
     MistralAI = "Mistral AI",
     Deepseek = "Deepseek",
-    OpenAI_Compatible = "OpenAI-Compatible Endpoints (Together AI, etc.)",
     Cohere = "Cohere",
     Databricks = "Databricks",
     Ollama = "Ollama",
@@ -28,6 +31,7 @@ export enum Providers {
   
 export const provider_map: Record<string, string> = {
     OpenAI: "openai",
+    OpenAI_Text: "text-completion-openai",
     Azure: "azure",
     Azure_AI_Studio: "azure_ai",
     Anthropic: "anthropic",
@@ -37,6 +41,7 @@ export const provider_map: Record<string, string> = {
     MistralAI: "mistral",
     Cohere: "cohere_chat",
     OpenAI_Compatible: "openai",
+    OpenAI_Text_Compatible: "text-completion-openai",
     Vertex_AI: "vertex_ai",
     Databricks: "databricks",
     xAI: "xai",
@@ -53,6 +58,9 @@ export const provider_map: Record<string, string> = {
 
 export const providerLogoMap: Record<string, string> = {
     [Providers.OpenAI]: "https://artificialanalysis.ai/img/logos/openai_small.svg",
+    [Providers.OpenAI_Text]: "https://artificialanalysis.ai/img/logos/openai_small.svg",
+    [Providers.OpenAI_Text_Compatible]: "https://artificialanalysis.ai/img/logos/openai_small.svg",
+    [Providers.OpenAI_Compatible]: "https://artificialanalysis.ai/img/logos/openai_small.svg",
     [Providers.Azure]: "https://upload.wikimedia.org/wikipedia/commons/a/a8/Microsoft_Azure_Logo.svg",
     [Providers.Azure_AI_Studio]: "https://upload.wikimedia.org/wikipedia/commons/a/a8/Microsoft_Azure_Logo.svg",
     [Providers.Anthropic]: "https://artificialanalysis.ai/img/logos/anthropic_small.svg",
@@ -61,7 +69,6 @@ export const providerLogoMap: Record<string, string> = {
     [Providers.Groq]: "https://artificialanalysis.ai/img/logos/groq_small.png",
     [Providers.MistralAI]: "https://artificialanalysis.ai/img/logos/mistral_small.png",
     [Providers.Cohere]: "https://artificialanalysis.ai/img/logos/cohere_small.png",
-    [Providers.OpenAI_Compatible]: "https://upload.wikimedia.org/wikipedia/commons/4/4e/OpenAI_Logo.svg",
     [Providers.Vertex_AI]: "https://artificialanalysis.ai/img/logos/google_small.svg",
     [Providers.Databricks]: "https://artificialanalysis.ai/img/logos/databricks_small.png",
     [Providers.Ollama]: "https://artificialanalysis.ai/img/logos/ollama_small.svg",

From 51f074682f420e11df5a468c998add1b230a0b4b Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 10:40:48 -0700
Subject: [PATCH 26/80] show eu api base on openai + text

---
 .../src/components/add_model/provider_specific_fields.tsx       | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx b/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
index 365d75dbad..b7565b0494 100644
--- a/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
+++ b/ui/litellm-dashboard/src/components/add_model/provider_specific_fields.tsx
@@ -23,7 +23,7 @@ const ProviderSpecificFields: React.FC<ProviderSpecificFieldsProps> = ({
   console.log(`type of selectedProviderEnum: ${typeof selectedProviderEnum}`);
   return (
     <>
-      {selectedProviderEnum === Providers.OpenAI && (
+      {selectedProviderEnum === Providers.OpenAI || selectedProviderEnum === Providers.OpenAI_Text && (
         <>
           <Form.Item
             label="API Base"

From 574f7b1dcccec5f74ed051df6925cae0a69409a8 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:20:37 -0700
Subject: [PATCH 27/80] fix linting error

---
 ui/litellm-dashboard/src/components/transform_request.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ui/litellm-dashboard/src/components/transform_request.tsx b/ui/litellm-dashboard/src/components/transform_request.tsx
index 879132ef50..5d405df78f 100644
--- a/ui/litellm-dashboard/src/components/transform_request.tsx
+++ b/ui/litellm-dashboard/src/components/transform_request.tsx
@@ -156,7 +156,7 @@ ${formattedBody}
       }}>
         <div style={{ marginBottom: '24px' }}>
           <h2 style={{ fontSize: '24px', fontWeight: 'bold', margin: '0 0 4px 0' }}>Original Request</h2>
-          <p style={{ color: '#666', margin: 0 }}>The request you would send to LiteLLM's `/chat/completions` endpoint.</p>
+          <p style={{ color: '#666', margin: 0 }}>The request you would send to LiteLLM's /chat/completions endpoint.</p>
         </div>
         
         <textarea 

From 49ad10f621140e24f58f1141dd09219422e9468d Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:23:33 -0700
Subject: [PATCH 28/80] ui fix linting errors

---
 .../src/components/transform_request.tsx      |  2 +-
 .../src/components/view_logs/columns.tsx      | 70 ++++++++++---------
 2 files changed, 39 insertions(+), 33 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/transform_request.tsx b/ui/litellm-dashboard/src/components/transform_request.tsx
index 5d405df78f..2b7eea65c9 100644
--- a/ui/litellm-dashboard/src/components/transform_request.tsx
+++ b/ui/litellm-dashboard/src/components/transform_request.tsx
@@ -156,7 +156,7 @@ ${formattedBody}
       }}>
         <div style={{ marginBottom: '24px' }}>
           <h2 style={{ fontSize: '24px', fontWeight: 'bold', margin: '0 0 4px 0' }}>Original Request</h2>
-          <p style={{ color: '#666', margin: 0 }}>The request you would send to LiteLLM's /chat/completions endpoint.</p>
+          <p style={{ color: '#666', margin: 0 }}>The request you would send to LiteLLM /chat/completions endpoint.</p>
         </div>
         
         <textarea 
diff --git a/ui/litellm-dashboard/src/components/view_logs/columns.tsx b/ui/litellm-dashboard/src/components/view_logs/columns.tsx
index a4004da2e9..980124ff3b 100644
--- a/ui/litellm-dashboard/src/components/view_logs/columns.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/columns.tsx
@@ -37,41 +37,47 @@ export const columns: ColumnDef<LogEntry>[] = [
     id: "expander",
     header: () => null,
     cell: ({ row }) => {
-      const [localExpanded, setLocalExpanded] = React.useState(row.getIsExpanded());
+      // Convert the cell function to a React component to properly use hooks
+      const ExpanderCell = () => {
+        const [localExpanded, setLocalExpanded] = React.useState(row.getIsExpanded());
 
-      // Memoize the toggle handler to prevent unnecessary re-renders
-      const toggleHandler = React.useCallback(() => {
-        setLocalExpanded((prev) => !prev);
-        row.getToggleExpandedHandler()();
-      }, [row]);
+        // Memoize the toggle handler to prevent unnecessary re-renders
+        const toggleHandler = React.useCallback(() => {
+          setLocalExpanded((prev) => !prev);
+          row.getToggleExpandedHandler()();
+        }, [row]);
 
-      return row.getCanExpand() ? (
-        <button
-          onClick={toggleHandler}
-          style={{ cursor: "pointer" }}
-          aria-label={localExpanded ? "Collapse row" : "Expand row"}
-          className="w-6 h-6 flex items-center justify-center focus:outline-none"
-        >
-          <svg
-            className={`w-4 h-4 transform transition-transform duration-75 ${
-              localExpanded ? 'rotate-90' : ''
-            }`}
-            fill="none"
-            stroke="currentColor"
-            viewBox="0 0 24 24"
-            xmlns="http://www.w3.org/2000/svg"
+        return row.getCanExpand() ? (
+          <button
+            onClick={toggleHandler}
+            style={{ cursor: "pointer" }}
+            aria-label={localExpanded ? "Collapse row" : "Expand row"}
+            className="w-6 h-6 flex items-center justify-center focus:outline-none"
           >
-            <path
-              strokeLinecap="round"
-              strokeLinejoin="round"
-              strokeWidth={2}
-              d="M9 5l7 7-7 7"
-            />
-          </svg>
-        </button>
-      ) : (
-        <span className="w-6 h-6 flex items-center justify-center">●</span>
-      );
+            <svg
+              className={`w-4 h-4 transform transition-transform duration-75 ${
+                localExpanded ? 'rotate-90' : ''
+              }`}
+              fill="none"
+              stroke="currentColor"
+              viewBox="0 0 24 24"
+              xmlns="http://www.w3.org/2000/svg"
+            >
+              <path
+                strokeLinecap="round"
+                strokeLinejoin="round"
+                strokeWidth={2}
+                d="M9 5l7 7-7 7"
+              />
+            </svg>
+          </button>
+        ) : (
+          <span className="w-6 h-6 flex items-center justify-center">●</span>
+        );
+      };
+
+      // Return the component
+      return <ExpanderCell />;
     },
   },
   {

From 618335a7d9dc256b63172b44ba4c48f50303284d Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:25:57 -0700
Subject: [PATCH 29/80] ui linting fixes #2

---
 ui/litellm-dashboard/src/components/all_keys_table.tsx | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/all_keys_table.tsx b/ui/litellm-dashboard/src/components/all_keys_table.tsx
index bc0d1135ea..5911abd635 100644
--- a/ui/litellm-dashboard/src/components/all_keys_table.tsx
+++ b/ui/litellm-dashboard/src/components/all_keys_table.tsx
@@ -325,12 +325,11 @@ export function AllKeysTable({
         if (!allOrganizations || allOrganizations.length === 0) return [];
         
         const filteredOrgs = allOrganizations.filter(org => 
-          org.organization_id.toLowerCase().includes(searchText.toLowerCase()) || 
-          (org.organization_name && org.organization_name.toLowerCase().includes(searchText.toLowerCase()))
+          org.organization_id?.toLowerCase().includes(searchText.toLowerCase()) ?? false
         );
         
         return filteredOrgs.map(org => ({
-          label: `${org.organization_name || 'Unknown'} (${org.organization_id})`,
+          label: `${org.organization_id || 'Unknown'} (${org.organization_id})`,
           value: org.organization_id
         }));
       }
@@ -385,8 +384,8 @@ export function AllKeysTable({
           <div className="h-[75vh] overflow-auto">
             
             <DataTable
-              columns={columns.filter(col => col.id !== 'expander')}
-              data={filteredKeys}
+              columns={columns.filter(col => col.id !== 'expander') as any}
+              data={filteredKeys as any}
               isLoading={isLoading}
               getRowCanExpand={() => false}
               renderSubComponent={() => <></>}

From c5606c06ae503f3aa5a79384869afd4447dcd3f5 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:30:37 -0700
Subject: [PATCH 30/80] ui linting fix

---
 .../src/components/all_keys_table.tsx                 | 10 ++++++----
 .../src/components/key_team_helpers/filter_helpers.ts | 11 ++++-------
 .../src/components/key_team_helpers/filter_logic.tsx  |  3 ++-
 3 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/all_keys_table.tsx b/ui/litellm-dashboard/src/components/all_keys_table.tsx
index 5911abd635..75820d093b 100644
--- a/ui/litellm-dashboard/src/components/all_keys_table.tsx
+++ b/ui/litellm-dashboard/src/components/all_keys_table.tsx
@@ -328,10 +328,12 @@ export function AllKeysTable({
           org.organization_id?.toLowerCase().includes(searchText.toLowerCase()) ?? false
         );
         
-        return filteredOrgs.map(org => ({
-          label: `${org.organization_id || 'Unknown'} (${org.organization_id})`,
-          value: org.organization_id
-        }));
+        return filteredOrgs
+          .filter(org => org.organization_id !== null && org.organization_id !== undefined)
+          .map(org => ({
+            label: `${org.organization_id || 'Unknown'} (${org.organization_id})`,
+            value: org.organization_id as string
+          }));
       }
     },
   ];
diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts b/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts
index 70a78ffb03..727bcdeb70 100644
--- a/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts
+++ b/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts
@@ -27,7 +27,7 @@ export const fetchAllKeyAliases = async (accessToken: string | null): Promise<st
       
       // Extract aliases from this page
       const pageAliases = response.keys
-        .map(key => key.key_alias)
+        .map((key: any) => key.key_alias)
         .filter(Boolean) as string[];
       
       allAliases = [...allAliases, ...pageAliases];
@@ -41,7 +41,7 @@ export const fetchAllKeyAliases = async (accessToken: string | null): Promise<st
     }
     
     // Remove duplicates
-    return [...new Set(allAliases)];
+    return Array.from(new Set(allAliases));
   } catch (error) {
     console.error("Error fetching all key aliases:", error);
     return [];
@@ -66,8 +66,7 @@ export const fetchAllTeams = async (accessToken: string | null, organizationId?:
       const response = await teamListCall(
         accessToken,
         organizationId || null,
-        currentPage,
-        100 // larger page size to reduce number of requests
+        null,
       );
       
       // Add teams from this page
@@ -103,9 +102,7 @@ export const fetchAllOrganizations = async (accessToken: string | null): Promise
     
     while (hasMorePages) {
       const response = await organizationListCall(
-        accessToken,
-        currentPage,
-        100 // larger page size to reduce number of requests
+        accessToken
       );
       
       // Add organizations from this page
diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/filter_logic.tsx b/ui/litellm-dashboard/src/components/key_team_helpers/filter_logic.tsx
index 6333f20b24..243d3d0545 100644
--- a/ui/litellm-dashboard/src/components/key_team_helpers/filter_logic.tsx
+++ b/ui/litellm-dashboard/src/components/key_team_helpers/filter_logic.tsx
@@ -1,6 +1,7 @@
 import { useEffect, useState } from "react";
 import { KeyResponse } from "../key_team_helpers/key_list";
-import { Team, Organization } from "../networking";
+import { Organization } from "../networking";
+import { Team } from "../key_team_helpers/key_list";
 
 export interface FilterState {
   'Team ID': string;

From 629ce6c19a6e71853a233d496053356c1dc97d08 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:20:37 -0700
Subject: [PATCH 31/80] fix linting error

---
 ui/litellm-dashboard/src/components/transform_request.tsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ui/litellm-dashboard/src/components/transform_request.tsx b/ui/litellm-dashboard/src/components/transform_request.tsx
index 879132ef50..5d405df78f 100644
--- a/ui/litellm-dashboard/src/components/transform_request.tsx
+++ b/ui/litellm-dashboard/src/components/transform_request.tsx
@@ -156,7 +156,7 @@ ${formattedBody}
       }}>
         <div style={{ marginBottom: '24px' }}>
           <h2 style={{ fontSize: '24px', fontWeight: 'bold', margin: '0 0 4px 0' }}>Original Request</h2>
-          <p style={{ color: '#666', margin: 0 }}>The request you would send to LiteLLM's `/chat/completions` endpoint.</p>
+          <p style={{ color: '#666', margin: 0 }}>The request you would send to LiteLLM's /chat/completions endpoint.</p>
         </div>
         
         <textarea 

From 24a8dfd540efc010c4f137e9f56ee70ff59ca127 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:23:33 -0700
Subject: [PATCH 32/80] ui fix linting errors

---
 .../src/components/transform_request.tsx      |  2 +-
 .../src/components/view_logs/columns.tsx      | 70 ++++++++++---------
 2 files changed, 39 insertions(+), 33 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/transform_request.tsx b/ui/litellm-dashboard/src/components/transform_request.tsx
index 5d405df78f..2b7eea65c9 100644
--- a/ui/litellm-dashboard/src/components/transform_request.tsx
+++ b/ui/litellm-dashboard/src/components/transform_request.tsx
@@ -156,7 +156,7 @@ ${formattedBody}
       }}>
         <div style={{ marginBottom: '24px' }}>
           <h2 style={{ fontSize: '24px', fontWeight: 'bold', margin: '0 0 4px 0' }}>Original Request</h2>
-          <p style={{ color: '#666', margin: 0 }}>The request you would send to LiteLLM's /chat/completions endpoint.</p>
+          <p style={{ color: '#666', margin: 0 }}>The request you would send to LiteLLM /chat/completions endpoint.</p>
         </div>
         
         <textarea 
diff --git a/ui/litellm-dashboard/src/components/view_logs/columns.tsx b/ui/litellm-dashboard/src/components/view_logs/columns.tsx
index a4004da2e9..980124ff3b 100644
--- a/ui/litellm-dashboard/src/components/view_logs/columns.tsx
+++ b/ui/litellm-dashboard/src/components/view_logs/columns.tsx
@@ -37,41 +37,47 @@ export const columns: ColumnDef<LogEntry>[] = [
     id: "expander",
     header: () => null,
     cell: ({ row }) => {
-      const [localExpanded, setLocalExpanded] = React.useState(row.getIsExpanded());
+      // Convert the cell function to a React component to properly use hooks
+      const ExpanderCell = () => {
+        const [localExpanded, setLocalExpanded] = React.useState(row.getIsExpanded());
 
-      // Memoize the toggle handler to prevent unnecessary re-renders
-      const toggleHandler = React.useCallback(() => {
-        setLocalExpanded((prev) => !prev);
-        row.getToggleExpandedHandler()();
-      }, [row]);
+        // Memoize the toggle handler to prevent unnecessary re-renders
+        const toggleHandler = React.useCallback(() => {
+          setLocalExpanded((prev) => !prev);
+          row.getToggleExpandedHandler()();
+        }, [row]);
 
-      return row.getCanExpand() ? (
-        <button
-          onClick={toggleHandler}
-          style={{ cursor: "pointer" }}
-          aria-label={localExpanded ? "Collapse row" : "Expand row"}
-          className="w-6 h-6 flex items-center justify-center focus:outline-none"
-        >
-          <svg
-            className={`w-4 h-4 transform transition-transform duration-75 ${
-              localExpanded ? 'rotate-90' : ''
-            }`}
-            fill="none"
-            stroke="currentColor"
-            viewBox="0 0 24 24"
-            xmlns="http://www.w3.org/2000/svg"
+        return row.getCanExpand() ? (
+          <button
+            onClick={toggleHandler}
+            style={{ cursor: "pointer" }}
+            aria-label={localExpanded ? "Collapse row" : "Expand row"}
+            className="w-6 h-6 flex items-center justify-center focus:outline-none"
           >
-            <path
-              strokeLinecap="round"
-              strokeLinejoin="round"
-              strokeWidth={2}
-              d="M9 5l7 7-7 7"
-            />
-          </svg>
-        </button>
-      ) : (
-        <span className="w-6 h-6 flex items-center justify-center">●</span>
-      );
+            <svg
+              className={`w-4 h-4 transform transition-transform duration-75 ${
+                localExpanded ? 'rotate-90' : ''
+              }`}
+              fill="none"
+              stroke="currentColor"
+              viewBox="0 0 24 24"
+              xmlns="http://www.w3.org/2000/svg"
+            >
+              <path
+                strokeLinecap="round"
+                strokeLinejoin="round"
+                strokeWidth={2}
+                d="M9 5l7 7-7 7"
+              />
+            </svg>
+          </button>
+        ) : (
+          <span className="w-6 h-6 flex items-center justify-center">●</span>
+        );
+      };
+
+      // Return the component
+      return <ExpanderCell />;
     },
   },
   {

From d0cda56c9967e1b627ee8cc37dff2bb95b911db1 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:25:57 -0700
Subject: [PATCH 33/80] ui linting fixes #2

---
 ui/litellm-dashboard/src/components/all_keys_table.tsx | 9 ++++-----
 1 file changed, 4 insertions(+), 5 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/all_keys_table.tsx b/ui/litellm-dashboard/src/components/all_keys_table.tsx
index bc0d1135ea..5911abd635 100644
--- a/ui/litellm-dashboard/src/components/all_keys_table.tsx
+++ b/ui/litellm-dashboard/src/components/all_keys_table.tsx
@@ -325,12 +325,11 @@ export function AllKeysTable({
         if (!allOrganizations || allOrganizations.length === 0) return [];
         
         const filteredOrgs = allOrganizations.filter(org => 
-          org.organization_id.toLowerCase().includes(searchText.toLowerCase()) || 
-          (org.organization_name && org.organization_name.toLowerCase().includes(searchText.toLowerCase()))
+          org.organization_id?.toLowerCase().includes(searchText.toLowerCase()) ?? false
         );
         
         return filteredOrgs.map(org => ({
-          label: `${org.organization_name || 'Unknown'} (${org.organization_id})`,
+          label: `${org.organization_id || 'Unknown'} (${org.organization_id})`,
           value: org.organization_id
         }));
       }
@@ -385,8 +384,8 @@ export function AllKeysTable({
           <div className="h-[75vh] overflow-auto">
             
             <DataTable
-              columns={columns.filter(col => col.id !== 'expander')}
-              data={filteredKeys}
+              columns={columns.filter(col => col.id !== 'expander') as any}
+              data={filteredKeys as any}
               isLoading={isLoading}
               getRowCanExpand={() => false}
               renderSubComponent={() => <></>}

From e64b8a8baa103713e83573a039f5f4521e4d0323 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:30:37 -0700
Subject: [PATCH 34/80] ui linting fix

---
 .../src/components/all_keys_table.tsx                 | 10 ++++++----
 .../src/components/key_team_helpers/filter_helpers.ts | 11 ++++-------
 .../src/components/key_team_helpers/filter_logic.tsx  |  3 ++-
 3 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/all_keys_table.tsx b/ui/litellm-dashboard/src/components/all_keys_table.tsx
index 5911abd635..75820d093b 100644
--- a/ui/litellm-dashboard/src/components/all_keys_table.tsx
+++ b/ui/litellm-dashboard/src/components/all_keys_table.tsx
@@ -328,10 +328,12 @@ export function AllKeysTable({
           org.organization_id?.toLowerCase().includes(searchText.toLowerCase()) ?? false
         );
         
-        return filteredOrgs.map(org => ({
-          label: `${org.organization_id || 'Unknown'} (${org.organization_id})`,
-          value: org.organization_id
-        }));
+        return filteredOrgs
+          .filter(org => org.organization_id !== null && org.organization_id !== undefined)
+          .map(org => ({
+            label: `${org.organization_id || 'Unknown'} (${org.organization_id})`,
+            value: org.organization_id as string
+          }));
       }
     },
   ];
diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts b/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts
index 70a78ffb03..727bcdeb70 100644
--- a/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts
+++ b/ui/litellm-dashboard/src/components/key_team_helpers/filter_helpers.ts
@@ -27,7 +27,7 @@ export const fetchAllKeyAliases = async (accessToken: string | null): Promise<st
       
       // Extract aliases from this page
       const pageAliases = response.keys
-        .map(key => key.key_alias)
+        .map((key: any) => key.key_alias)
         .filter(Boolean) as string[];
       
       allAliases = [...allAliases, ...pageAliases];
@@ -41,7 +41,7 @@ export const fetchAllKeyAliases = async (accessToken: string | null): Promise<st
     }
     
     // Remove duplicates
-    return [...new Set(allAliases)];
+    return Array.from(new Set(allAliases));
   } catch (error) {
     console.error("Error fetching all key aliases:", error);
     return [];
@@ -66,8 +66,7 @@ export const fetchAllTeams = async (accessToken: string | null, organizationId?:
       const response = await teamListCall(
         accessToken,
         organizationId || null,
-        currentPage,
-        100 // larger page size to reduce number of requests
+        null,
       );
       
       // Add teams from this page
@@ -103,9 +102,7 @@ export const fetchAllOrganizations = async (accessToken: string | null): Promise
     
     while (hasMorePages) {
       const response = await organizationListCall(
-        accessToken,
-        currentPage,
-        100 // larger page size to reduce number of requests
+        accessToken
       );
       
       // Add organizations from this page
diff --git a/ui/litellm-dashboard/src/components/key_team_helpers/filter_logic.tsx b/ui/litellm-dashboard/src/components/key_team_helpers/filter_logic.tsx
index 6333f20b24..243d3d0545 100644
--- a/ui/litellm-dashboard/src/components/key_team_helpers/filter_logic.tsx
+++ b/ui/litellm-dashboard/src/components/key_team_helpers/filter_logic.tsx
@@ -1,6 +1,7 @@
 import { useEffect, useState } from "react";
 import { KeyResponse } from "../key_team_helpers/key_list";
-import { Team, Organization } from "../networking";
+import { Organization } from "../networking";
+import { Team } from "../key_team_helpers/key_list";
 
 export interface FilterState {
   'Team ID': string;

From 34694d3057c76810cda335bcc8456eafd39b5e7c Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 12:32:18 -0700
Subject: [PATCH 35/80] ui new build

---
 .../out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js   | 11 +++++++++++
 ...61-e48c2ac6ff0b811c.js => 261-cb27c20c4f8ec4c6.js} |  2 +-
 .../out/_next/static/chunks/914-e17acab83d0eadb5.js   | 11 -----------
 .../_next/static/chunks/app/page-b36633214e76cfd1.js  |  1 -
 .../_next/static/chunks/app/page-f992afffe637306e.js  |  1 +
 .../out/_next/static/css/b6d997482399c7e1.css         |  3 +++
 .../out/_next/static/css/f41c66e22715ab00.css         |  3 ---
 .../_buildManifest.js                                 |  0
 .../_ssgManifest.js                                   |  0
 litellm/proxy/_experimental/out/index.html            |  2 +-
 litellm/proxy/_experimental/out/index.txt             |  4 ++--
 litellm/proxy/_experimental/out/model_hub.txt         |  4 ++--
 litellm/proxy/_experimental/out/onboarding.html       |  1 +
 litellm/proxy/_experimental/out/onboarding.txt        |  2 +-
 ui/litellm-dashboard/out/404.html                     |  2 +-
 .../out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js   | 11 +++++++++++
 ...61-e48c2ac6ff0b811c.js => 261-cb27c20c4f8ec4c6.js} |  2 +-
 .../out/_next/static/chunks/914-e17acab83d0eadb5.js   | 11 -----------
 .../_next/static/chunks/app/page-b36633214e76cfd1.js  |  1 -
 .../_next/static/chunks/app/page-f992afffe637306e.js  |  1 +
 .../out/_next/static/css/b6d997482399c7e1.css         |  3 +++
 .../out/_next/static/css/f41c66e22715ab00.css         |  3 ---
 .../_buildManifest.js                                 |  0
 .../_ssgManifest.js                                   |  0
 ui/litellm-dashboard/out/index.html                   |  2 +-
 ui/litellm-dashboard/out/index.txt                    |  4 ++--
 ui/litellm-dashboard/out/model_hub.html               |  2 +-
 ui/litellm-dashboard/out/model_hub.txt                |  4 ++--
 ui/litellm-dashboard/out/onboarding.html              |  2 +-
 ui/litellm-dashboard/out/onboarding.txt               |  2 +-
 30 files changed, 48 insertions(+), 47 deletions(-)
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 rename litellm/proxy/_experimental/out/_next/static/{rCxUxULLkHhl5KoPY9DHv => mskaBoS_10ApshyywLhnO}/_buildManifest.js (100%)
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 rename ui/litellm-dashboard/out/_next/static/{rCxUxULLkHhl5KoPY9DHv => mskaBoS_10ApshyywLhnO}/_buildManifest.js (100%)
 rename ui/litellm-dashboard/out/_next/static/{rCxUxULLkHhl5KoPY9DHv => mskaBoS_10ApshyywLhnO}/_ssgManifest.js (100%)

diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js b/litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
new file mode 100644
index 0000000000..6a596c25d8
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r.createElement(eY,{key:m,activeCoordinate:a,activePayload:l,activeTooltipIndex:u,chartName:n,element:e,isActive:p,layout:h,offset:s,tooltipAxisBandSize:d,tooltipEventType:f})}),tn(e4(c),"renderPolarAxis",function(e,t,n){var o=d()(e,"type.axisType"),i=d()(c.state,"".concat(o,"Map")),a=i&&i[e.props["".concat(o,"Id")]];return(0,r.cloneElement)(e,tt(tt({},a),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:(0,I.uY)(a,!0)}))}),tn(e4(c),"renderGrid",function(e){var t=c.state,n=t.xAxisMap,o=t.yAxisMap,i=t.offset,a=(0,R.Kt)(n),l=v()(o,function(e){return b()(e.domain,Number.isFinite)})||(0,R.Kt)(o),s=e.props||{};return(0,r.cloneElement)(e,{key:e.key||"grid",x:(0,R.hj)(s.x)?s.x:i.left,y:(0,R.hj)(s.y)?s.y:i.top,width:(0,R.hj)(s.width)?s.width:i.width,height:(0,R.hj)(s.height)?s.height:i.height,xAxis:a,yAxis:l,verticalCoordinatesGenerator:s.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:s.horizontalCoordinatesGenerator})}),tn(e4(c),"renderPolarGrid",function(e){var 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o=c.state,i=o.isTooltipActive,a=o.activeCoordinate,l=o.activePayload,s=o.activeLabel,u=o.offset,d=null!==(e=n.props.active)&&void 0!==e?e:i;return(0,r.cloneElement)(n,{viewBox:tt(tt({},u),{},{x:u.left,y:u.top}),active:d,label:s,payload:d?l:[],coordinate:a})}),tn(e4(c),"renderBrush",function(e){var t=c.props,n=t.margin,o=t.data,i=c.state,a=i.offset,l=i.dataStartIndex,s=i.dataEndIndex,u=i.updateId;return(0,r.cloneElement)(e,{key:e.key||"_recharts-brush",onChange:(0,I.DO)(c.handleBrushChange,e.props.onChange),data:o,x:(0,R.hj)(e.props.x)?e.props.x:a.left,y:(0,R.hj)(e.props.y)?e.props.y:a.top+a.height+a.brushBottom-(n.bottom||0),width:(0,R.hj)(e.props.width)?e.props.width:a.width,startIndex:l,endIndex:s,updateId:"brush-".concat(u)})}),tn(e4(c),"renderReferenceElement",function(e,t,n){if(!e)return null;var 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l=this.state.tooltipTicks[a]&&this.state.tooltipTicks[a].value,c=td(this.state,n,a,l),s=this.state.tooltipTicks[a].coordinate,u=(this.state.offset.top+r)/2,d="horizontal"===o?{x:s,y:u}:{y:s,x:u},f=this.state.formattedGraphicalItems.find(function(e){return"Scatter"===e.item.type.name});f&&(d=tt(tt({},d),f.props.points[a].tooltipPosition),c=f.props.points[a].tooltipPayload);var p={activeTooltipIndex:a,isTooltipActive:!0,activeLabel:l,activePayload:c,activeCoordinate:d};this.setState(p),this.renderCursor(i),this.accessibilityManager.setIndex(a)}}}},{key:"getSnapshotBeforeUpdate",value:function(e,t){if(!this.props.accessibilityLayer)return null;if(this.state.tooltipTicks!==t.tooltipTicks&&this.accessibilityManager.setDetails({coordinateList:this.state.tooltipTicks}),this.props.layout!==e.layout&&this.accessibilityManager.setDetails({layout:this.props.layout}),this.props.margin!==e.margin){var n,r;this.accessibilityManager.setDetails({offset:{left:null!==(n=this.props.margin.left)&&void 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u=(0,R.Kt)(c).scale,d=(0,R.Kt)(s).scale,f=u&&u.invert?u.invert(o.chartX):null,p=d&&d.invert?d.invert(o.chartY):null;return tt(tt({},o),{},{xValue:f,yValue:p})}var h=tf(this.state,this.props.data,this.props.layout,a);return h?tt(tt({},o),h):null}},{key:"inRange",value:function(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:1,r=this.props.layout,o=e/n,i=t/n;if("horizontal"===r||"vertical"===r){var a=this.state.offset;return o>=a.left&&o<=a.left+a.width&&i>=a.top&&i<=a.top+a.height?{x:o,y:i}:null}var l=this.state,c=l.angleAxisMap,s=l.radiusAxisMap;if(c&&s){var u=(0,R.Kt)(c);return(0,eM.z3)({x:o,y:i},u)}return null}},{key:"parseEventsOfWrapper",value:function(){var e=this.props.children,t=this.getTooltipEventType(),n=(0,P.sP)(e,E.u),r={};return 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/261-e48c2ac6ff0b811c.js b/litellm/proxy/_experimental/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
index f21f16362b..8522a957e2 100644
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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diff --git a/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css b/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css
deleted file mode 100644
index 92ed7702c5..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css
+++ /dev/null
@@ -1,3 +0,0 @@
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diff --git a/litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_buildManifest.js b/litellm/proxy/_experimental/out/_next/static/mskaBoS_10ApshyywLhnO/_buildManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_buildManifest.js
rename to litellm/proxy/_experimental/out/_next/static/mskaBoS_10ApshyywLhnO/_buildManifest.js
diff --git a/litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/mskaBoS_10ApshyywLhnO/_ssgManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_ssgManifest.js
rename to litellm/proxy/_experimental/out/_next/static/mskaBoS_10ApshyywLhnO/_ssgManifest.js
diff --git a/litellm/proxy/_experimental/out/index.html b/litellm/proxy/_experimental/out/index.html
index 5f4adcfa9e..64ece5d62f 100644
--- a/litellm/proxy/_experimental/out/index.html
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diff --git a/litellm/proxy/_experimental/out/index.txt b/litellm/proxy/_experimental/out/index.txt
index bf90c4f2ee..6ab10bc01e 100644
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r=e.state,o=r.dragChildrenKeys,i=r.flattenNodes,a=r.keyEntities,l=r.expandedKeys,c=r.indent,s=e.props,u=s.onDragOver,d=s.allowDrop,f=s.direction,p=(0,eU.Z)(e).dragNode;if(p){var h=ti(t,p,n,c,e.dragStartMousePosition,d,i,a,l,f),m=h.dropPosition,g=h.dropLevelOffset,v=h.dropTargetKey,y=h.dropContainerKey,b=h.dropAllowed,x=h.dropTargetPos,w=h.dragOverNodeKey;-1===o.indexOf(v)&&b&&(p.props.eventKey===v&&0===g?null===e.state.dropPosition&&null===e.state.dropLevelOffset&&null===e.state.dropTargetKey&&null===e.state.dropContainerKey&&null===e.state.dropTargetPos&&!1===e.state.dropAllowed&&null===e.state.dragOverNodeKey||e.resetDragState():m===e.state.dropPosition&&g===e.state.dropLevelOffset&&v===e.state.dropTargetKey&&y===e.state.dropContainerKey&&x===e.state.dropTargetPos&&b===e.state.dropAllowed&&w===e.state.dragOverNodeKey||e.setState({dropPosition:m,dropLevelOffset:g,dropTargetKey:v,dropContainerKey:y,dropTargetPos:x,dropAllowed:b,dragOverNodeKey:w}),null==u||u({event:t,node:e5(n.props)}))}},e.onNodeDragLeave=function(t,n){e.currentMouseOverDroppableNodeKey!==n.props.eventKey||t.currentTarget.contains(t.relatedTarget)||(e.resetDragState(),e.currentMouseOverDroppableNodeKey=null);var r=e.props.onDragLeave;null==r||r({event:t,node:e5(n.props)})},e.onWindowDragEnd=function(t){e.onNodeDragEnd(t,null,!0),window.removeEventListener("dragend",e.onWindowDragEnd)},e.onNodeDragEnd=function(t,n){var r=e.props.onDragEnd;e.setState({dragOverNodeKey:null}),e.cleanDragState(),null==r||r({event:t,node:e5(n.props)}),e.dragNode=null,window.removeEventListener("dragend",e.onWindowDragEnd)},e.onNodeDrop=function(t,n){var r,o=arguments.length>2&&void 0!==arguments[2]&&arguments[2],i=e.state,a=i.dragChildrenKeys,l=i.dropPosition,c=i.dropTargetKey,s=i.dropTargetPos;if(i.dropAllowed){var u=e.props.onDrop;if(e.setState({dragOverNodeKey:null}),e.cleanDragState(),null!==c){var d=(0,C.Z)((0,C.Z)({},e4(c,e.getTreeNodeRequiredProps())),{},{active:(null===(r=e.getActiveItem())||void 0===r?void 0:r.key)===c,data:e.state.keyEntities[c].node}),f=-1!==a.indexOf(c);(0,I.ZP)(!f,"Can not drop to dragNode's children node. 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r.createElement(eY,{key:m,activeCoordinate:a,activePayload:l,activeTooltipIndex:u,chartName:n,element:e,isActive:p,layout:h,offset:s,tooltipAxisBandSize:d,tooltipEventType:f})}),tn(e4(c),"renderPolarAxis",function(e,t,n){var o=d()(e,"type.axisType"),i=d()(c.state,"".concat(o,"Map")),a=i&&i[e.props["".concat(o,"Id")]];return(0,r.cloneElement)(e,tt(tt({},a),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:(0,I.uY)(a,!0)}))}),tn(e4(c),"renderGrid",function(e){var t=c.state,n=t.xAxisMap,o=t.yAxisMap,i=t.offset,a=(0,R.Kt)(n),l=v()(o,function(e){return b()(e.domain,Number.isFinite)})||(0,R.Kt)(o),s=e.props||{};return(0,r.cloneElement)(e,{key:e.key||"grid",x:(0,R.hj)(s.x)?s.x:i.left,y:(0,R.hj)(s.y)?s.y:i.top,width:(0,R.hj)(s.width)?s.width:i.width,height:(0,R.hj)(s.height)?s.height:i.height,xAxis:a,yAxis:l,verticalCoordinatesGenerator:s.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:s.horizontalCoordinatesGenerator})}),tn(e4(c),"renderPolarGrid",function(e){var t=e.props,n=t.radialLines,o=t.polarAngles,i=t.polarRadius,a=c.state,l=a.radiusAxisMap,s=a.angleAxisMap,u=(0,R.Kt)(l),d=(0,R.Kt)(s),f=d.cx,p=d.cy,h=d.innerRadius,m=d.outerRadius;return(0,r.cloneElement)(e,{polarAngles:Array.isArray(o)?o:(0,I.uY)(d,!0).map(function(e){return e.coordinate}),polarRadius:Array.isArray(i)?i:(0,I.uY)(u,!0).map(function(e){return e.coordinate}),cx:f,cy:p,innerRadius:h,outerRadius:m,key:e.key||"polar-grid",radialLines:n})}),tn(e4(c),"renderLegend",function(){var e=c.state.formattedGraphicalItems,t=c.props,n=t.children,o=t.width,i=t.height,a=c.props.margin||{},l=o-(a.left||0)-(a.right||0),s=(0,J.z)({children:n,formattedGraphicalItems:e,legendWidth:l,legendContent:p});if(!s)return null;var u=s.item,d=e6(s,eQ);return(0,r.cloneElement)(u,tt(tt({},d),{},{chartWidth:o,chartHeight:i,margin:a,onBBoxUpdate:c.handleLegendBBoxUpdate}))}),tn(e4(c),"renderTooltip",function(){var e,t=c.props.children,n=(0,P.sP)(t,E.u);if(!n)return null;var o=c.state,i=o.isTooltipActive,a=o.activeCoordinate,l=o.activePayload,s=o.activeLabel,u=o.offset,d=null!==(e=n.props.active)&&void 0!==e?e:i;return(0,r.cloneElement)(n,{viewBox:tt(tt({},u),{},{x:u.left,y:u.top}),active:d,label:s,payload:d?l:[],coordinate:a})}),tn(e4(c),"renderBrush",function(e){var t=c.props,n=t.margin,o=t.data,i=c.state,a=i.offset,l=i.dataStartIndex,s=i.dataEndIndex,u=i.updateId;return(0,r.cloneElement)(e,{key:e.key||"_recharts-brush",onChange:(0,I.DO)(c.handleBrushChange,e.props.onChange),data:o,x:(0,R.hj)(e.props.x)?e.props.x:a.left,y:(0,R.hj)(e.props.y)?e.props.y:a.top+a.height+a.brushBottom-(n.bottom||0),width:(0,R.hj)(e.props.width)?e.props.width:a.width,startIndex:l,endIndex:s,updateId:"brush-".concat(u)})}),tn(e4(c),"renderReferenceElement",function(e,t,n){if(!e)return null;var 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a=c.getTooltipEventType(),l=c.state,s=l.isTooltipActive,u=l.tooltipAxis,d=l.activeTooltipIndex,f=l.activeLabel,p=c.props.children,h=(0,P.sP)(p,E.u),m=o.props,g=m.points,v=m.isRange,y=m.baseLine,b=o.item.props,x=b.activeDot,w=b.hide,S=b.activeBar,k=b.activeShape,C={};"axis"!==a&&h&&"click"===h.props.trigger?C={onClick:(0,I.DO)(c.handleItemMouseEnter,e.props.onClick)}:"axis"!==a&&(C={onMouseLeave:(0,I.DO)(c.handleItemMouseLeave,e.props.onMouseLeave),onMouseEnter:(0,I.DO)(c.handleItemMouseEnter,e.props.onMouseEnter)});var O=(0,r.cloneElement)(e,tt(tt({},o.props),C));if(!w&&s&&h&&(x||S||k)){if(d>=0){if(u.dataKey&&!u.allowDuplicatedCategory){var j="function"==typeof u.dataKey?function(e){return"function"==typeof u.dataKey?u.dataKey(e.payload):null}:"payload.".concat(u.dataKey.toString());N=(0,R.Ap)(g,j,f),T=v&&y&&(0,R.Ap)(y,j,f)}else N=null==g?void 0:g[d],T=v&&y&&y[d];if(k||S){var M=void 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th(this._client)}}(m=tv||(tv={})).Jobs=th,m.FineTuningJobsPage=tm,m.FineTuningJobEventsPage=tg;class ty extends e9{create(e,t,n){return this._client.post(`/assistants/${e}/files`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}retrieve(e,t,n){return this._client.get(`/assistants/${e}/files/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}list(e,t={},n){return eq(t)?this.list(e,{},t):this._client.getAPIList(`/assistants/${e}/files`,tb,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}del(e,t,n){return this._client.delete(`/assistants/${e}/files/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}}class tb extends e7{}(ty||(ty={})).AssistantFilesPage=tb;class tx extends e9{constructor(){super(...arguments),this.files=new ty(this._client)}create(e,t){return this._client.post("/assistants",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v1",...t?.headers}})}retrieve(e,t){return this._client.get(`/assistants/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v1",...t?.headers}})}update(e,t,n){return this._client.post(`/assistants/${e}`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}list(e={},t){return eq(e)?this.list({},e):this._client.getAPIList("/assistants",tw,{query:e,...t,headers:{"OpenAI-Beta":"assistants=v1",...t?.headers}})}del(e,t){return this._client.delete(`/assistants/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v1",...t?.headers}})}}class tw extends e7{}function tS(e){return"function"==typeof e.parse}(g=tx||(tx={})).AssistantsPage=tw,g.Files=ty,g.AssistantFilesPage=tb;let tk=e=>e?.role==="assistant",tE=e=>e?.role==="function",tC=e=>e?.role==="tool";var tO=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},tj=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class tP{constructor(){k.add(this),this.controller=new AbortController,E.set(this,void 0),C.set(this,()=>{}),O.set(this,()=>{}),j.set(this,void 0),P.set(this,()=>{}),M.set(this,()=>{}),N.set(this,{}),this._chatCompletions=[],this.messages=[],I.set(this,!1),R.set(this,!1),T.set(this,!1),A.set(this,!1),B.set(this,e=>{if(tO(this,R,!0,"f"),e instanceof Error&&"AbortError"===e.name&&(e=new en),e instanceof en)return tO(this,T,!0,"f"),this._emit("abort",e);if(e instanceof ee)return this._emit("error",e);if(e instanceof Error){let t=new ee(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new ee(String(e)))}),tO(this,E,new Promise((e,t)=>{tO(this,C,e,"f"),tO(this,O,t,"f")}),"f"),tO(this,j,new Promise((e,t)=>{tO(this,P,e,"f"),tO(this,M,t,"f")}),"f"),tj(this,E,"f").catch(()=>{}),tj(this,j,"f").catch(()=>{})}_run(e){setTimeout(()=>{e().then(()=>{this._emitFinal(),this._emit("end")},tj(this,B,"f"))},0)}_addChatCompletion(e){this._chatCompletions.push(e),this._emit("chatCompletion",e);let t=e.choices[0]?.message;return t&&this._addMessage(t),e}_addMessage(e,t=!0){if("content"in e||(e.content=null),this.messages.push(e),t){if(this._emit("message",e),(tE(e)||tC(e))&&e.content)this._emit("functionCallResult",e.content);else if(tk(e)&&e.function_call)this._emit("functionCall",e.function_call);else if(tk(e)&&e.tool_calls)for(let t of e.tool_calls)"function"===t.type&&this._emit("functionCall",t.function)}}_connected(){this.ended||(tj(this,C,"f").call(this),this._emit("connect"))}get ended(){return tj(this,I,"f")}get errored(){return tj(this,R,"f")}get aborted(){return tj(this,T,"f")}abort(){this.controller.abort()}on(e,t){return(tj(this,N,"f")[e]||(tj(this,N,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=tj(this,N,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(tj(this,N,"f")[e]||(tj(this,N,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{tO(this,A,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){tO(this,A,!0,"f"),await tj(this,j,"f")}async finalChatCompletion(){await this.done();let e=this._chatCompletions[this._chatCompletions.length-1];if(!e)throw new ee("stream ended without producing a ChatCompletion");return e}async finalContent(){return await this.done(),tj(this,k,"m",_).call(this)}async finalMessage(){return await this.done(),tj(this,k,"m",D).call(this)}async finalFunctionCall(){return await this.done(),tj(this,k,"m",Z).call(this)}async finalFunctionCallResult(){return await this.done(),tj(this,k,"m",L).call(this)}async totalUsage(){return await this.done(),tj(this,k,"m",z).call(this)}allChatCompletions(){return[...this._chatCompletions]}_emit(e,...t){if(tj(this,I,"f"))return;"end"===e&&(tO(this,I,!0,"f"),tj(this,P,"f").call(this));let n=tj(this,N,"f")[e];if(n&&(tj(this,N,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];tj(this,A,"f")||n?.length||Promise.reject(e),tj(this,O,"f").call(this,e),tj(this,M,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];tj(this,A,"f")||n?.length||Promise.reject(e),tj(this,O,"f").call(this,e),tj(this,M,"f").call(this,e),this._emit("end")}}_emitFinal(){let e=this._chatCompletions[this._chatCompletions.length-1];e&&this._emit("finalChatCompletion",e);let t=tj(this,k,"m",D).call(this);t&&this._emit("finalMessage",t);let n=tj(this,k,"m",_).call(this);n&&this._emit("finalContent",n);let r=tj(this,k,"m",Z).call(this);r&&this._emit("finalFunctionCall",r);let o=tj(this,k,"m",L).call(this);null!=o&&this._emit("finalFunctionCallResult",o),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",tj(this,k,"m",z).call(this))}async _createChatCompletion(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tj(this,k,"m",F).call(this,t);let o=await e.create({...t,stream:!1},{...n,signal:this.controller.signal});return this._connected(),this._addChatCompletion(o)}async _runChatCompletion(e,t,n){for(let e of t.messages)this._addMessage(e,!1);return await this._createChatCompletion(e,t,n)}async _runFunctions(e,t,n){let r="function",{function_call:o="auto",stream:i,...a}=t,l="string"!=typeof o&&o?.name,{maxChatCompletions:c=10}=n||{},s={};for(let e of t.functions)s[e.name||e.function.name]=e;let u=t.functions.map(e=>({name:e.name||e.function.name,parameters:e.parameters,description:e.description}));for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<c;++t){let t;let i=await this._createChatCompletion(e,{...a,function_call:o,functions:u,messages:[...this.messages]},n),c=i.choices[0]?.message;if(!c)throw new ee("missing message in ChatCompletion response");if(!c.function_call)return;let{name:d,arguments:f}=c.function_call,p=s[d];if(p){if(l&&l!==d){let e=`Invalid function_call: ${JSON.stringify(d)}. ${JSON.stringify(l)} requested. Please try again`;this._addMessage({role:r,name:d,content:e});continue}}else{let e=`Invalid function_call: ${JSON.stringify(d)}. Available options are: ${u.map(e=>JSON.stringify(e.name)).join(", ")}. Please try again`;this._addMessage({role:r,name:d,content:e});continue}try{t=tS(p)?await p.parse(f):f}catch(e){this._addMessage({role:r,name:d,content:e instanceof Error?e.message:String(e)});continue}let h=await p.function(t,this),m=tj(this,k,"m",H).call(this,h);if(this._addMessage({role:r,name:d,content:m}),l)return}}async _runTools(e,t,n){let r="tool",{tool_choice:o="auto",stream:i,...a}=t,l="string"!=typeof o&&o?.function?.name,{maxChatCompletions:c=10}=n||{},s={};for(let e of t.tools)"function"===e.type&&(s[e.function.name||e.function.function.name]=e.function);let u="tools"in t?t.tools.map(e=>"function"===e.type?{type:"function",function:{name:e.function.name||e.function.function.name,parameters:e.function.parameters,description:e.function.description}}:e):void 0;for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<c;++t){let t=await this._createChatCompletion(e,{...a,tool_choice:o,tools:u,messages:[...this.messages]},n),i=t.choices[0]?.message;if(!i)throw new ee("missing message in ChatCompletion response");if(!i.tool_calls)break;for(let e of i.tool_calls){let t;if("function"!==e.type)continue;let n=e.id,{name:o,arguments:i}=e.function,a=s[o];if(a){if(l&&l!==o){let e=`Invalid tool_call: ${JSON.stringify(o)}. ${JSON.stringify(l)} requested. Please try again`;this._addMessage({role:r,tool_call_id:n,content:e});continue}}else{let e=`Invalid tool_call: ${JSON.stringify(o)}. Available options are: ${u.map(e=>JSON.stringify(e.function.name)).join(", ")}. Please try again`;this._addMessage({role:r,tool_call_id:n,content:e});continue}try{t=tS(a)?await a.parse(i):i}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:r,tool_call_id:n,content:e});continue}let c=await a.function(t,this),d=tj(this,k,"m",H).call(this,c);if(this._addMessage({role:r,tool_call_id:n,content:d}),l)return}}}}E=new WeakMap,C=new WeakMap,O=new WeakMap,j=new WeakMap,P=new WeakMap,M=new WeakMap,N=new WeakMap,I=new WeakMap,R=new WeakMap,T=new WeakMap,A=new WeakMap,B=new WeakMap,k=new WeakSet,_=function(){return tj(this,k,"m",D).call(this).content??null},D=function(){let e=this.messages.length;for(;e-- >0;){let t=this.messages[e];if(tk(t))return{...t,content:t.content??null}}throw new ee("stream ended without producing a ChatCompletionMessage with role=assistant")},Z=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tk(t)&&t?.function_call)return t.function_call;if(tk(t)&&t?.tool_calls?.length)return t.tool_calls.at(-1)?.function}},L=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tE(t)&&null!=t.content||tC(t)&&null!=t.content&&this.messages.some(e=>"assistant"===e.role&&e.tool_calls?.some(e=>"function"===e.type&&e.id===t.tool_call_id)))return t.content}},z=function(){let e={completion_tokens:0,prompt_tokens:0,total_tokens:0};for(let{usage:t}of this._chatCompletions)t&&(e.completion_tokens+=t.completion_tokens,e.prompt_tokens+=t.prompt_tokens,e.total_tokens+=t.total_tokens);return e},F=function(e){if(null!=e.n&&e.n>1)throw new ee("ChatCompletion convenience helpers only support n=1 at this time. To use n>1, please use chat.completions.create() directly.")},H=function(e){return"string"==typeof e?e:void 0===e?"undefined":JSON.stringify(e)};class tM extends tP{static runFunctions(e,t,n){let r=new tM,o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new tM,o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}_addMessage(e){super._addMessage(e),tk(e)&&e.content&&this._emit("content",e.content)}}var tN=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},tI=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n};class tR extends tP{constructor(){super(...arguments),q.add(this),W.set(this,void 0)}get currentChatCompletionSnapshot(){return tN(this,W,"f")}static fromReadableStream(e){let t=new tR;return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new tR;return r._run(()=>r._runChatCompletion(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createChatCompletion(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tN(this,q,"m",K).call(this);let o=await e.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))tN(this,q,"m",U).call(this,e);if(o.controller.signal?.aborted)throw new en;return this._addChatCompletion(tN(this,q,"m",V).call(this))}async _fromReadableStream(e,t){let n;let r=t?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tN(this,q,"m",K).call(this),this._connected();let o=eh.fromReadableStream(e,this.controller);for await(let e of o)n&&n!==e.id&&this._addChatCompletion(tN(this,q,"m",V).call(this)),tN(this,q,"m",U).call(this,e),n=e.id;if(o.controller.signal?.aborted)throw new en;return this._addChatCompletion(tN(this,q,"m",V).call(this))}[(W=new WeakMap,q=new WeakSet,K=function(){this.ended||tI(this,W,void 0,"f")},U=function(e){if(this.ended)return;let t=tN(this,q,"m",G).call(this,e);this._emit("chunk",e,t);let n=e.choices[0]?.delta?.content,r=t.choices[0]?.message;null!=n&&r?.role==="assistant"&&r?.content&&this._emit("content",n,r.content)},V=function(){if(this.ended)throw new ee("stream has ended, this shouldn't happen");let e=tN(this,W,"f");if(!e)throw new ee("request ended without sending any chunks");return tI(this,W,void 0,"f"),function(e){let{id:t,choices:n,created:r,model:o,system_fingerprint:i,...a}=e;return{...a,id:t,choices:n.map(({message:t,finish_reason:n,index:r,logprobs:o,...i})=>{if(!n)throw new ee(`missing finish_reason for choice ${r}`);let{content:a=null,function_call:l,tool_calls:c,...s}=t,u=t.role;if(!u)throw new ee(`missing role for choice ${r}`);if(l){let{arguments:e,name:t}=l;if(null==e)throw new ee(`missing function_call.arguments for choice ${r}`);if(!t)throw new ee(`missing function_call.name for choice ${r}`);return{...i,message:{content:a,function_call:{arguments:e,name:t},role:u},finish_reason:n,index:r,logprobs:o}}return c?{...i,index:r,finish_reason:n,logprobs:o,message:{...s,role:u,content:a,tool_calls:c.map((t,n)=>{let{function:o,type:i,id:a,...l}=t,{arguments:c,name:s,...u}=o||{};if(null==a)throw new ee(`missing choices[${r}].tool_calls[${n}].id
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+${tT(e)}`);if(null==s)throw new ee(`missing choices[${r}].tool_calls[${n}].function.name
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+${tT(e)}`);return{...l,id:a,type:i,function:{...u,name:s,arguments:c}}})}}:{...i,message:{...s,content:a,role:u},finish_reason:n,index:r,logprobs:o}}),created:r,model:o,object:"chat.completion",...i?{system_fingerprint:i}:{}}}(e)},G=function(e){var t,n,r;let o=tN(this,W,"f"),{choices:i,...a}=e;for(let{delta:i,finish_reason:l,index:c,logprobs:s=null,...u}of(o?Object.assign(o,a):o=tI(this,W,{...a,choices:[]},"f"),e.choices)){let e=o.choices[c];if(e||(e=o.choices[c]={finish_reason:l,index:c,message:{},logprobs:s,...u}),s){if(e.logprobs){let{content:n,...r}=s;Object.assign(e.logprobs,r),n&&((t=e.logprobs).content??(t.content=[]),e.logprobs.content.push(...n))}else e.logprobs=Object.assign({},s)}if(l&&(e.finish_reason=l),Object.assign(e,u),!i)continue;let{content:a,function_call:d,role:f,tool_calls:p,...h}=i;if(Object.assign(e.message,h),a&&(e.message.content=(e.message.content||"")+a),f&&(e.message.role=f),d&&(e.message.function_call?(d.name&&(e.message.function_call.name=d.name),d.arguments&&((n=e.message.function_call).arguments??(n.arguments=""),e.message.function_call.arguments+=d.arguments)):e.message.function_call=d),p)for(let{index:t,id:n,type:o,function:i,...a}of(e.message.tool_calls||(e.message.tool_calls=[]),p)){let l=(r=e.message.tool_calls)[t]??(r[t]={});Object.assign(l,a),n&&(l.id=n),o&&(l.type=o),i&&(l.function??(l.function={arguments:""})),i?.name&&(l.function.name=i.name),i?.arguments&&(l.function.arguments+=i.arguments)}}return o},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("chunk",n=>{let r=t.shift();r?r(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e(void 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diff --git a/ui/litellm-dashboard/out/_next/static/chunks/261-e48c2ac6ff0b811c.js b/ui/litellm-dashboard/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
similarity index 99%
rename from ui/litellm-dashboard/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
rename to ui/litellm-dashboard/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
index f21f16362b..8522a957e2 100644
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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deleted file mode 100644
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diff --git a/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css b/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css
deleted file mode 100644
index 92ed7702c5..0000000000
--- a/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css
+++ /dev/null
@@ -1,3 +0,0 @@
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similarity index 100%
rename from ui/litellm-dashboard/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_buildManifest.js
rename to ui/litellm-dashboard/out/_next/static/mskaBoS_10ApshyywLhnO/_buildManifest.js
diff --git a/ui/litellm-dashboard/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_ssgManifest.js b/ui/litellm-dashboard/out/_next/static/mskaBoS_10ApshyywLhnO/_ssgManifest.js
similarity index 100%
rename from ui/litellm-dashboard/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_ssgManifest.js
rename to ui/litellm-dashboard/out/_next/static/mskaBoS_10ApshyywLhnO/_ssgManifest.js
diff --git a/ui/litellm-dashboard/out/index.html b/ui/litellm-dashboard/out/index.html
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From 05ad7a67a77a1c82a6a195cff4587930b1213da7 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 13:56:10 -0700
Subject: [PATCH 36/80] Revert "ui new build"

This reverts commit 34694d3057c76810cda335bcc8456eafd39b5e7c.
---
 .../out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js   | 11 -----------
 .../out/_next/static/chunks/261-e48c2ac6ff0b811c.js   |  2 +-
 .../out/_next/static/chunks/914-e17acab83d0eadb5.js   | 11 +++++++++++
 .../_next/static/chunks/app/page-b36633214e76cfd1.js  |  1 +
 .../_next/static/chunks/app/page-f992afffe637306e.js  |  1 -
 .../out/_next/static/css/b6d997482399c7e1.css         |  3 ---
 .../out/_next/static/css/f41c66e22715ab00.css         |  3 +++
 .../_buildManifest.js                                 |  0
 .../_ssgManifest.js                                   |  0
 litellm/proxy/_experimental/out/index.html            |  2 +-
 litellm/proxy/_experimental/out/index.txt             |  4 ++--
 litellm/proxy/_experimental/out/model_hub.txt         |  4 ++--
 litellm/proxy/_experimental/out/onboarding.html       |  1 -
 litellm/proxy/_experimental/out/onboarding.txt        |  2 +-
 ui/litellm-dashboard/out/404.html                     |  2 +-
 .../out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js   | 11 -----------
 .../out/_next/static/chunks/261-e48c2ac6ff0b811c.js   |  2 +-
 .../out/_next/static/chunks/914-e17acab83d0eadb5.js   | 11 +++++++++++
 .../_next/static/chunks/app/page-b36633214e76cfd1.js  |  1 +
 .../_next/static/chunks/app/page-f992afffe637306e.js  |  1 -
 .../out/_next/static/css/b6d997482399c7e1.css         |  3 ---
 .../out/_next/static/css/f41c66e22715ab00.css         |  3 +++
 .../_buildManifest.js                                 |  0
 .../_ssgManifest.js                                   |  0
 ui/litellm-dashboard/out/index.html                   |  2 +-
 ui/litellm-dashboard/out/index.txt                    |  4 ++--
 ui/litellm-dashboard/out/model_hub.html               |  2 +-
 ui/litellm-dashboard/out/model_hub.txt                |  4 ++--
 ui/litellm-dashboard/out/onboarding.html              |  2 +-
 ui/litellm-dashboard/out/onboarding.txt               |  2 +-
 30 files changed, 47 insertions(+), 48 deletions(-)
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
 rename ui/litellm-dashboard/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js => litellm/proxy/_experimental/out/_next/static/chunks/261-e48c2ac6ff0b811c.js (99%)
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/914-e17acab83d0eadb5.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-b36633214e76cfd1.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-f992afffe637306e.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/css/b6d997482399c7e1.css
 create mode 100644 litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css
 rename litellm/proxy/_experimental/out/_next/static/{mskaBoS_10ApshyywLhnO => rCxUxULLkHhl5KoPY9DHv}/_buildManifest.js (100%)
 rename litellm/proxy/_experimental/out/_next/static/{mskaBoS_10ApshyywLhnO => rCxUxULLkHhl5KoPY9DHv}/_ssgManifest.js (100%)
 delete mode 100644 litellm/proxy/_experimental/out/onboarding.html
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
 rename litellm/proxy/_experimental/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js => ui/litellm-dashboard/out/_next/static/chunks/261-e48c2ac6ff0b811c.js (99%)
 create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/914-e17acab83d0eadb5.js
 create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-b36633214e76cfd1.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-f992afffe637306e.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/css/b6d997482399c7e1.css
 create mode 100644 ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css
 rename ui/litellm-dashboard/out/_next/static/{mskaBoS_10ApshyywLhnO => rCxUxULLkHhl5KoPY9DHv}/_buildManifest.js (100%)
 rename ui/litellm-dashboard/out/_next/static/{mskaBoS_10ApshyywLhnO => rCxUxULLkHhl5KoPY9DHv}/_ssgManifest.js (100%)

diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js b/litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
deleted file mode 100644
index 6a596c25d8..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
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r.createElement(eY,{key:m,activeCoordinate:a,activePayload:l,activeTooltipIndex:u,chartName:n,element:e,isActive:p,layout:h,offset:s,tooltipAxisBandSize:d,tooltipEventType:f})}),tn(e4(c),"renderPolarAxis",function(e,t,n){var o=d()(e,"type.axisType"),i=d()(c.state,"".concat(o,"Map")),a=i&&i[e.props["".concat(o,"Id")]];return(0,r.cloneElement)(e,tt(tt({},a),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:(0,I.uY)(a,!0)}))}),tn(e4(c),"renderGrid",function(e){var t=c.state,n=t.xAxisMap,o=t.yAxisMap,i=t.offset,a=(0,R.Kt)(n),l=v()(o,function(e){return b()(e.domain,Number.isFinite)})||(0,R.Kt)(o),s=e.props||{};return(0,r.cloneElement)(e,{key:e.key||"grid",x:(0,R.hj)(s.x)?s.x:i.left,y:(0,R.hj)(s.y)?s.y:i.top,width:(0,R.hj)(s.width)?s.width:i.width,height:(0,R.hj)(s.height)?s.height:i.height,xAxis:a,yAxis:l,verticalCoordinatesGenerator:s.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:s.horizontalCoordinatesGenerator})}),tn(e4(c),"renderPolarGrid",function(e){var 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o=c.state,i=o.isTooltipActive,a=o.activeCoordinate,l=o.activePayload,s=o.activeLabel,u=o.offset,d=null!==(e=n.props.active)&&void 0!==e?e:i;return(0,r.cloneElement)(n,{viewBox:tt(tt({},u),{},{x:u.left,y:u.top}),active:d,label:s,payload:d?l:[],coordinate:a})}),tn(e4(c),"renderBrush",function(e){var t=c.props,n=t.margin,o=t.data,i=c.state,a=i.offset,l=i.dataStartIndex,s=i.dataEndIndex,u=i.updateId;return(0,r.cloneElement)(e,{key:e.key||"_recharts-brush",onChange:(0,I.DO)(c.handleBrushChange,e.props.onChange),data:o,x:(0,R.hj)(e.props.x)?e.props.x:a.left,y:(0,R.hj)(e.props.y)?e.props.y:a.top+a.height+a.brushBottom-(n.bottom||0),width:(0,R.hj)(e.props.width)?e.props.width:a.width,startIndex:l,endIndex:s,updateId:"brush-".concat(u)})}),tn(e4(c),"renderReferenceElement",function(e,t,n){if(!e)return null;var 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l=this.state.tooltipTicks[a]&&this.state.tooltipTicks[a].value,c=td(this.state,n,a,l),s=this.state.tooltipTicks[a].coordinate,u=(this.state.offset.top+r)/2,d="horizontal"===o?{x:s,y:u}:{y:s,x:u},f=this.state.formattedGraphicalItems.find(function(e){return"Scatter"===e.item.type.name});f&&(d=tt(tt({},d),f.props.points[a].tooltipPosition),c=f.props.points[a].tooltipPayload);var p={activeTooltipIndex:a,isTooltipActive:!0,activeLabel:l,activePayload:c,activeCoordinate:d};this.setState(p),this.renderCursor(i),this.accessibilityManager.setIndex(a)}}}},{key:"getSnapshotBeforeUpdate",value:function(e,t){if(!this.props.accessibilityLayer)return null;if(this.state.tooltipTicks!==t.tooltipTicks&&this.accessibilityManager.setDetails({coordinateList:this.state.tooltipTicks}),this.props.layout!==e.layout&&this.accessibilityManager.setDetails({layout:this.props.layout}),this.props.margin!==e.margin){var n,r;this.accessibilityManager.setDetails({offset:{left:null!==(n=this.props.margin.left)&&void 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u=(0,R.Kt)(c).scale,d=(0,R.Kt)(s).scale,f=u&&u.invert?u.invert(o.chartX):null,p=d&&d.invert?d.invert(o.chartY):null;return tt(tt({},o),{},{xValue:f,yValue:p})}var h=tf(this.state,this.props.data,this.props.layout,a);return h?tt(tt({},o),h):null}},{key:"inRange",value:function(e,t){var n=arguments.length>2&&void 0!==arguments[2]?arguments[2]:1,r=this.props.layout,o=e/n,i=t/n;if("horizontal"===r||"vertical"===r){var a=this.state.offset;return o>=a.left&&o<=a.left+a.width&&i>=a.top&&i<=a.top+a.height?{x:o,y:i}:null}var l=this.state,c=l.angleAxisMap,s=l.radiusAxisMap;if(c&&s){var u=(0,R.Kt)(c);return(0,eM.z3)({x:o,y:i},u)}return null}},{key:"parseEventsOfWrapper",value:function(){var e=this.props.children,t=this.getTooltipEventType(),n=(0,P.sP)(e,E.u),r={};return 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diff --git a/ui/litellm-dashboard/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js b/litellm/proxy/_experimental/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
similarity index 99%
rename from ui/litellm-dashboard/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
index 8522a957e2..f21f16362b 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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0:e.options.onColumnOrderChange(t),e.resetColumnOrder=t=>{var n;e.setColumnOrder(t?[]:null!=(n=e.initialState.columnOrder)?n:[])},e._getOrderColumnsFn=a(()=>[e.getState().columnOrder,e.getState().grouping,e.options.groupedColumnMode],(e,t,n)=>r=>{let o=[];if(null!=e&&e.length){let t=[...e],n=[...r];for(;n.length&&t.length;){let e=t.shift(),r=n.findIndex(t=>t.id===e);r>-1&&o.push(n.splice(r,1)[0])}o=[...o,...n]}else o=r;return function(e,t,n){if(!(null!=t&&t.length)||!n)return e;let r=e.filter(e=>!t.includes(e.id));return"remove"===n?r:[...t.map(t=>e.find(e=>e.id===t)).filter(Boolean),...r]}(o,t,n)},l(e.options,"debugTable","_getOrderColumnsFn"))}},{getInitialState:e=>({columnPinning:C(),...e}),getDefaultOptions:e=>({onColumnPinningChange:o("columnPinning",e)}),createColumn:(e,t)=>{e.pin=n=>{let r=e.getLeafColumns().map(e=>e.id).filter(Boolean);t.setColumnPinning(e=>{var t,o,i,a,l,c;return"right"===n?{left:(null!=(i=null==e?void 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diff --git a/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css b/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css
new file mode 100644
index 0000000000..92ed7702c5
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css
@@ -0,0 +1,3 @@
+/*
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similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/mskaBoS_10ApshyywLhnO/_buildManifest.js
rename to litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_buildManifest.js
diff --git a/litellm/proxy/_experimental/out/_next/static/mskaBoS_10ApshyywLhnO/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_ssgManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/mskaBoS_10ApshyywLhnO/_ssgManifest.js
rename to litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_ssgManifest.js
diff --git a/litellm/proxy/_experimental/out/index.html b/litellm/proxy/_experimental/out/index.html
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--- a/litellm/proxy/_experimental/out/index.html
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diff --git a/litellm/proxy/_experimental/out/index.txt b/litellm/proxy/_experimental/out/index.txt
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r=e.state,o=r.dragChildrenKeys,i=r.flattenNodes,a=r.keyEntities,l=r.expandedKeys,c=r.indent,s=e.props,u=s.onDragOver,d=s.allowDrop,f=s.direction,p=(0,eU.Z)(e).dragNode;if(p){var h=ti(t,p,n,c,e.dragStartMousePosition,d,i,a,l,f),m=h.dropPosition,g=h.dropLevelOffset,v=h.dropTargetKey,y=h.dropContainerKey,b=h.dropAllowed,x=h.dropTargetPos,w=h.dragOverNodeKey;-1===o.indexOf(v)&&b&&(p.props.eventKey===v&&0===g?null===e.state.dropPosition&&null===e.state.dropLevelOffset&&null===e.state.dropTargetKey&&null===e.state.dropContainerKey&&null===e.state.dropTargetPos&&!1===e.state.dropAllowed&&null===e.state.dragOverNodeKey||e.resetDragState():m===e.state.dropPosition&&g===e.state.dropLevelOffset&&v===e.state.dropTargetKey&&y===e.state.dropContainerKey&&x===e.state.dropTargetPos&&b===e.state.dropAllowed&&w===e.state.dragOverNodeKey||e.setState({dropPosition:m,dropLevelOffset:g,dropTargetKey:v,dropContainerKey:y,dropTargetPos:x,dropAllowed:b,dragOverNodeKey:w}),null==u||u({event:t,node:e5(n.props)}))}},e.onNodeDragLeave=function(t,n){e.currentMouseOverDroppableNodeKey!==n.props.eventKey||t.currentTarget.contains(t.relatedTarget)||(e.resetDragState(),e.currentMouseOverDroppableNodeKey=null);var r=e.props.onDragLeave;null==r||r({event:t,node:e5(n.props)})},e.onWindowDragEnd=function(t){e.onNodeDragEnd(t,null,!0),window.removeEventListener("dragend",e.onWindowDragEnd)},e.onNodeDragEnd=function(t,n){var r=e.props.onDragEnd;e.setState({dragOverNodeKey:null}),e.cleanDragState(),null==r||r({event:t,node:e5(n.props)}),e.dragNode=null,window.removeEventListener("dragend",e.onWindowDragEnd)},e.onNodeDrop=function(t,n){var r,o=arguments.length>2&&void 0!==arguments[2]&&arguments[2],i=e.state,a=i.dragChildrenKeys,l=i.dropPosition,c=i.dropTargetKey,s=i.dropTargetPos;if(i.dropAllowed){var u=e.props.onDrop;if(e.setState({dragOverNodeKey:null}),e.cleanDragState(),null!==c){var d=(0,C.Z)((0,C.Z)({},e4(c,e.getTreeNodeRequiredProps())),{},{active:(null===(r=e.getActiveItem())||void 0===r?void 0:r.key)===c,data:e.state.keyEntities[c].node}),f=-1!==a.indexOf(c);(0,I.ZP)(!f,"Can not drop to dragNode's children node. 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r.createElement(eY,{key:m,activeCoordinate:a,activePayload:l,activeTooltipIndex:u,chartName:n,element:e,isActive:p,layout:h,offset:s,tooltipAxisBandSize:d,tooltipEventType:f})}),tn(e4(c),"renderPolarAxis",function(e,t,n){var o=d()(e,"type.axisType"),i=d()(c.state,"".concat(o,"Map")),a=i&&i[e.props["".concat(o,"Id")]];return(0,r.cloneElement)(e,tt(tt({},a),{},{className:o,key:e.key||"".concat(t,"-").concat(n),ticks:(0,I.uY)(a,!0)}))}),tn(e4(c),"renderGrid",function(e){var t=c.state,n=t.xAxisMap,o=t.yAxisMap,i=t.offset,a=(0,R.Kt)(n),l=v()(o,function(e){return b()(e.domain,Number.isFinite)})||(0,R.Kt)(o),s=e.props||{};return(0,r.cloneElement)(e,{key:e.key||"grid",x:(0,R.hj)(s.x)?s.x:i.left,y:(0,R.hj)(s.y)?s.y:i.top,width:(0,R.hj)(s.width)?s.width:i.width,height:(0,R.hj)(s.height)?s.height:i.height,xAxis:a,yAxis:l,verticalCoordinatesGenerator:s.verticalCoordinatesGenerator,horizontalCoordinatesGenerator:s.horizontalCoordinatesGenerator})}),tn(e4(c),"renderPolarGrid",function(e){var t=e.props,n=t.radialLines,o=t.polarAngles,i=t.polarRadius,a=c.state,l=a.radiusAxisMap,s=a.angleAxisMap,u=(0,R.Kt)(l),d=(0,R.Kt)(s),f=d.cx,p=d.cy,h=d.innerRadius,m=d.outerRadius;return(0,r.cloneElement)(e,{polarAngles:Array.isArray(o)?o:(0,I.uY)(d,!0).map(function(e){return e.coordinate}),polarRadius:Array.isArray(i)?i:(0,I.uY)(u,!0).map(function(e){return e.coordinate}),cx:f,cy:p,innerRadius:h,outerRadius:m,key:e.key||"polar-grid",radialLines:n})}),tn(e4(c),"renderLegend",function(){var e=c.state.formattedGraphicalItems,t=c.props,n=t.children,o=t.width,i=t.height,a=c.props.margin||{},l=o-(a.left||0)-(a.right||0),s=(0,J.z)({children:n,formattedGraphicalItems:e,legendWidth:l,legendContent:p});if(!s)return null;var u=s.item,d=e6(s,eQ);return(0,r.cloneElement)(u,tt(tt({},d),{},{chartWidth:o,chartHeight:i,margin:a,onBBoxUpdate:c.handleLegendBBoxUpdate}))}),tn(e4(c),"renderTooltip",function(){var e,t=c.props.children,n=(0,P.sP)(t,E.u);if(!n)return null;var o=c.state,i=o.isTooltipActive,a=o.activeCoordinate,l=o.activePayload,s=o.activeLabel,u=o.offset,d=null!==(e=n.props.active)&&void 0!==e?e:i;return(0,r.cloneElement)(n,{viewBox:tt(tt({},u),{},{x:u.left,y:u.top}),active:d,label:s,payload:d?l:[],coordinate:a})}),tn(e4(c),"renderBrush",function(e){var t=c.props,n=t.margin,o=t.data,i=c.state,a=i.offset,l=i.dataStartIndex,s=i.dataEndIndex,u=i.updateId;return(0,r.cloneElement)(e,{key:e.key||"_recharts-brush",onChange:(0,I.DO)(c.handleBrushChange,e.props.onChange),data:o,x:(0,R.hj)(e.props.x)?e.props.x:a.left,y:(0,R.hj)(e.props.y)?e.props.y:a.top+a.height+a.brushBottom-(n.bottom||0),width:(0,R.hj)(e.props.width)?e.props.width:a.width,startIndex:l,endIndex:s,updateId:"brush-".concat(u)})}),tn(e4(c),"renderReferenceElement",function(e,t,n){if(!e)return null;var 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a=c.getTooltipEventType(),l=c.state,s=l.isTooltipActive,u=l.tooltipAxis,d=l.activeTooltipIndex,f=l.activeLabel,p=c.props.children,h=(0,P.sP)(p,E.u),m=o.props,g=m.points,v=m.isRange,y=m.baseLine,b=o.item.props,x=b.activeDot,w=b.hide,S=b.activeBar,k=b.activeShape,C={};"axis"!==a&&h&&"click"===h.props.trigger?C={onClick:(0,I.DO)(c.handleItemMouseEnter,e.props.onClick)}:"axis"!==a&&(C={onMouseLeave:(0,I.DO)(c.handleItemMouseLeave,e.props.onMouseLeave),onMouseEnter:(0,I.DO)(c.handleItemMouseEnter,e.props.onMouseEnter)});var O=(0,r.cloneElement)(e,tt(tt({},o.props),C));if(!w&&s&&h&&(x||S||k)){if(d>=0){if(u.dataKey&&!u.allowDuplicatedCategory){var j="function"==typeof u.dataKey?function(e){return"function"==typeof u.dataKey?u.dataKey(e.payload):null}:"payload.".concat(u.dataKey.toString());N=(0,R.Ap)(g,j,f),T=v&&y&&(0,R.Ap)(y,j,f)}else N=null==g?void 0:g[d],T=v&&y&&y[d];if(k||S){var M=void 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th(this._client)}}(m=tv||(tv={})).Jobs=th,m.FineTuningJobsPage=tm,m.FineTuningJobEventsPage=tg;class ty extends e9{create(e,t,n){return this._client.post(`/assistants/${e}/files`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}retrieve(e,t,n){return this._client.get(`/assistants/${e}/files/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}list(e,t={},n){return eq(t)?this.list(e,{},t):this._client.getAPIList(`/assistants/${e}/files`,tb,{query:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}del(e,t,n){return this._client.delete(`/assistants/${e}/files/${t}`,{...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}}class tb extends e7{}(ty||(ty={})).AssistantFilesPage=tb;class tx extends e9{constructor(){super(...arguments),this.files=new ty(this._client)}create(e,t){return this._client.post("/assistants",{body:e,...t,headers:{"OpenAI-Beta":"assistants=v1",...t?.headers}})}retrieve(e,t){return this._client.get(`/assistants/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v1",...t?.headers}})}update(e,t,n){return this._client.post(`/assistants/${e}`,{body:t,...n,headers:{"OpenAI-Beta":"assistants=v1",...n?.headers}})}list(e={},t){return eq(e)?this.list({},e):this._client.getAPIList("/assistants",tw,{query:e,...t,headers:{"OpenAI-Beta":"assistants=v1",...t?.headers}})}del(e,t){return this._client.delete(`/assistants/${e}`,{...t,headers:{"OpenAI-Beta":"assistants=v1",...t?.headers}})}}class tw extends e7{}function tS(e){return"function"==typeof e.parse}(g=tx||(tx={})).AssistantsPage=tw,g.Files=ty,g.AssistantFilesPage=tb;let tk=e=>e?.role==="assistant",tE=e=>e?.role==="function",tC=e=>e?.role==="tool";var tO=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n},tj=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)};class tP{constructor(){k.add(this),this.controller=new AbortController,E.set(this,void 0),C.set(this,()=>{}),O.set(this,()=>{}),j.set(this,void 0),P.set(this,()=>{}),M.set(this,()=>{}),N.set(this,{}),this._chatCompletions=[],this.messages=[],I.set(this,!1),R.set(this,!1),T.set(this,!1),A.set(this,!1),B.set(this,e=>{if(tO(this,R,!0,"f"),e instanceof Error&&"AbortError"===e.name&&(e=new en),e instanceof en)return tO(this,T,!0,"f"),this._emit("abort",e);if(e instanceof ee)return this._emit("error",e);if(e instanceof Error){let t=new ee(e.message);return t.cause=e,this._emit("error",t)}return this._emit("error",new ee(String(e)))}),tO(this,E,new Promise((e,t)=>{tO(this,C,e,"f"),tO(this,O,t,"f")}),"f"),tO(this,j,new Promise((e,t)=>{tO(this,P,e,"f"),tO(this,M,t,"f")}),"f"),tj(this,E,"f").catch(()=>{}),tj(this,j,"f").catch(()=>{})}_run(e){setTimeout(()=>{e().then(()=>{this._emitFinal(),this._emit("end")},tj(this,B,"f"))},0)}_addChatCompletion(e){this._chatCompletions.push(e),this._emit("chatCompletion",e);let t=e.choices[0]?.message;return t&&this._addMessage(t),e}_addMessage(e,t=!0){if("content"in e||(e.content=null),this.messages.push(e),t){if(this._emit("message",e),(tE(e)||tC(e))&&e.content)this._emit("functionCallResult",e.content);else if(tk(e)&&e.function_call)this._emit("functionCall",e.function_call);else if(tk(e)&&e.tool_calls)for(let t of e.tool_calls)"function"===t.type&&this._emit("functionCall",t.function)}}_connected(){this.ended||(tj(this,C,"f").call(this),this._emit("connect"))}get ended(){return tj(this,I,"f")}get errored(){return tj(this,R,"f")}get aborted(){return tj(this,T,"f")}abort(){this.controller.abort()}on(e,t){return(tj(this,N,"f")[e]||(tj(this,N,"f")[e]=[])).push({listener:t}),this}off(e,t){let n=tj(this,N,"f")[e];if(!n)return this;let r=n.findIndex(e=>e.listener===t);return r>=0&&n.splice(r,1),this}once(e,t){return(tj(this,N,"f")[e]||(tj(this,N,"f")[e]=[])).push({listener:t,once:!0}),this}emitted(e){return new Promise((t,n)=>{tO(this,A,!0,"f"),"error"!==e&&this.once("error",n),this.once(e,t)})}async done(){tO(this,A,!0,"f"),await tj(this,j,"f")}async finalChatCompletion(){await this.done();let e=this._chatCompletions[this._chatCompletions.length-1];if(!e)throw new ee("stream ended without producing a ChatCompletion");return e}async finalContent(){return await this.done(),tj(this,k,"m",_).call(this)}async finalMessage(){return await this.done(),tj(this,k,"m",D).call(this)}async finalFunctionCall(){return await this.done(),tj(this,k,"m",Z).call(this)}async finalFunctionCallResult(){return await this.done(),tj(this,k,"m",L).call(this)}async totalUsage(){return await this.done(),tj(this,k,"m",z).call(this)}allChatCompletions(){return[...this._chatCompletions]}_emit(e,...t){if(tj(this,I,"f"))return;"end"===e&&(tO(this,I,!0,"f"),tj(this,P,"f").call(this));let n=tj(this,N,"f")[e];if(n&&(tj(this,N,"f")[e]=n.filter(e=>!e.once),n.forEach(({listener:e})=>e(...t))),"abort"===e){let e=t[0];tj(this,A,"f")||n?.length||Promise.reject(e),tj(this,O,"f").call(this,e),tj(this,M,"f").call(this,e),this._emit("end");return}if("error"===e){let e=t[0];tj(this,A,"f")||n?.length||Promise.reject(e),tj(this,O,"f").call(this,e),tj(this,M,"f").call(this,e),this._emit("end")}}_emitFinal(){let e=this._chatCompletions[this._chatCompletions.length-1];e&&this._emit("finalChatCompletion",e);let t=tj(this,k,"m",D).call(this);t&&this._emit("finalMessage",t);let n=tj(this,k,"m",_).call(this);n&&this._emit("finalContent",n);let r=tj(this,k,"m",Z).call(this);r&&this._emit("finalFunctionCall",r);let o=tj(this,k,"m",L).call(this);null!=o&&this._emit("finalFunctionCallResult",o),this._chatCompletions.some(e=>e.usage)&&this._emit("totalUsage",tj(this,k,"m",z).call(this))}async _createChatCompletion(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tj(this,k,"m",F).call(this,t);let o=await e.create({...t,stream:!1},{...n,signal:this.controller.signal});return this._connected(),this._addChatCompletion(o)}async _runChatCompletion(e,t,n){for(let e of t.messages)this._addMessage(e,!1);return await this._createChatCompletion(e,t,n)}async _runFunctions(e,t,n){let r="function",{function_call:o="auto",stream:i,...a}=t,l="string"!=typeof o&&o?.name,{maxChatCompletions:c=10}=n||{},s={};for(let e of t.functions)s[e.name||e.function.name]=e;let u=t.functions.map(e=>({name:e.name||e.function.name,parameters:e.parameters,description:e.description}));for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<c;++t){let t;let i=await this._createChatCompletion(e,{...a,function_call:o,functions:u,messages:[...this.messages]},n),c=i.choices[0]?.message;if(!c)throw new ee("missing message in ChatCompletion response");if(!c.function_call)return;let{name:d,arguments:f}=c.function_call,p=s[d];if(p){if(l&&l!==d){let e=`Invalid function_call: ${JSON.stringify(d)}. ${JSON.stringify(l)} requested. Please try again`;this._addMessage({role:r,name:d,content:e});continue}}else{let e=`Invalid function_call: ${JSON.stringify(d)}. Available options are: ${u.map(e=>JSON.stringify(e.name)).join(", ")}. Please try again`;this._addMessage({role:r,name:d,content:e});continue}try{t=tS(p)?await p.parse(f):f}catch(e){this._addMessage({role:r,name:d,content:e instanceof Error?e.message:String(e)});continue}let h=await p.function(t,this),m=tj(this,k,"m",H).call(this,h);if(this._addMessage({role:r,name:d,content:m}),l)return}}async _runTools(e,t,n){let r="tool",{tool_choice:o="auto",stream:i,...a}=t,l="string"!=typeof o&&o?.function?.name,{maxChatCompletions:c=10}=n||{},s={};for(let e of t.tools)"function"===e.type&&(s[e.function.name||e.function.function.name]=e.function);let u="tools"in t?t.tools.map(e=>"function"===e.type?{type:"function",function:{name:e.function.name||e.function.function.name,parameters:e.function.parameters,description:e.function.description}}:e):void 0;for(let e of t.messages)this._addMessage(e,!1);for(let t=0;t<c;++t){let t=await this._createChatCompletion(e,{...a,tool_choice:o,tools:u,messages:[...this.messages]},n),i=t.choices[0]?.message;if(!i)throw new ee("missing message in ChatCompletion response");if(!i.tool_calls)break;for(let e of i.tool_calls){let t;if("function"!==e.type)continue;let n=e.id,{name:o,arguments:i}=e.function,a=s[o];if(a){if(l&&l!==o){let e=`Invalid tool_call: ${JSON.stringify(o)}. ${JSON.stringify(l)} requested. Please try again`;this._addMessage({role:r,tool_call_id:n,content:e});continue}}else{let e=`Invalid tool_call: ${JSON.stringify(o)}. Available options are: ${u.map(e=>JSON.stringify(e.function.name)).join(", ")}. Please try again`;this._addMessage({role:r,tool_call_id:n,content:e});continue}try{t=tS(a)?await a.parse(i):i}catch(t){let e=t instanceof Error?t.message:String(t);this._addMessage({role:r,tool_call_id:n,content:e});continue}let c=await a.function(t,this),d=tj(this,k,"m",H).call(this,c);if(this._addMessage({role:r,tool_call_id:n,content:d}),l)return}}}}E=new WeakMap,C=new WeakMap,O=new WeakMap,j=new WeakMap,P=new WeakMap,M=new WeakMap,N=new WeakMap,I=new WeakMap,R=new WeakMap,T=new WeakMap,A=new WeakMap,B=new WeakMap,k=new WeakSet,_=function(){return tj(this,k,"m",D).call(this).content??null},D=function(){let e=this.messages.length;for(;e-- >0;){let t=this.messages[e];if(tk(t))return{...t,content:t.content??null}}throw new ee("stream ended without producing a ChatCompletionMessage with role=assistant")},Z=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tk(t)&&t?.function_call)return t.function_call;if(tk(t)&&t?.tool_calls?.length)return t.tool_calls.at(-1)?.function}},L=function(){for(let e=this.messages.length-1;e>=0;e--){let t=this.messages[e];if(tE(t)&&null!=t.content||tC(t)&&null!=t.content&&this.messages.some(e=>"assistant"===e.role&&e.tool_calls?.some(e=>"function"===e.type&&e.id===t.tool_call_id)))return t.content}},z=function(){let e={completion_tokens:0,prompt_tokens:0,total_tokens:0};for(let{usage:t}of this._chatCompletions)t&&(e.completion_tokens+=t.completion_tokens,e.prompt_tokens+=t.prompt_tokens,e.total_tokens+=t.total_tokens);return e},F=function(e){if(null!=e.n&&e.n>1)throw new ee("ChatCompletion convenience helpers only support n=1 at this time. To use n>1, please use chat.completions.create() directly.")},H=function(e){return"string"==typeof e?e:void 0===e?"undefined":JSON.stringify(e)};class tM extends tP{static runFunctions(e,t,n){let r=new tM,o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runFunctions"}};return r._run(()=>r._runFunctions(e,t,o)),r}static runTools(e,t,n){let r=new tM,o={...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"runTools"}};return r._run(()=>r._runTools(e,t,o)),r}_addMessage(e){super._addMessage(e),tk(e)&&e.content&&this._emit("content",e.content)}}var tN=function(e,t,n,r){if("a"===n&&!r)throw TypeError("Private accessor was defined without a getter");if("function"==typeof t?e!==t||!r:!t.has(e))throw TypeError("Cannot read private member from an object whose class did not declare it");return"m"===n?r:"a"===n?r.call(e):r?r.value:t.get(e)},tI=function(e,t,n,r,o){if("m"===r)throw TypeError("Private method is not writable");if("a"===r&&!o)throw TypeError("Private accessor was defined without a setter");if("function"==typeof t?e!==t||!o:!t.has(e))throw TypeError("Cannot write private member to an object whose class did not declare it");return"a"===r?o.call(e,n):o?o.value=n:t.set(e,n),n};class tR extends tP{constructor(){super(...arguments),q.add(this),W.set(this,void 0)}get currentChatCompletionSnapshot(){return tN(this,W,"f")}static fromReadableStream(e){let t=new tR;return t._run(()=>t._fromReadableStream(e)),t}static createChatCompletion(e,t,n){let r=new tR;return r._run(()=>r._runChatCompletion(e,{...t,stream:!0},{...n,headers:{...n?.headers,"X-Stainless-Helper-Method":"stream"}})),r}async _createChatCompletion(e,t,n){let r=n?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tN(this,q,"m",K).call(this);let o=await e.create({...t,stream:!0},{...n,signal:this.controller.signal});for await(let e of(this._connected(),o))tN(this,q,"m",U).call(this,e);if(o.controller.signal?.aborted)throw new en;return this._addChatCompletion(tN(this,q,"m",V).call(this))}async _fromReadableStream(e,t){let n;let r=t?.signal;r&&(r.aborted&&this.controller.abort(),r.addEventListener("abort",()=>this.controller.abort())),tN(this,q,"m",K).call(this),this._connected();let o=eh.fromReadableStream(e,this.controller);for await(let e of o)n&&n!==e.id&&this._addChatCompletion(tN(this,q,"m",V).call(this)),tN(this,q,"m",U).call(this,e),n=e.id;if(o.controller.signal?.aborted)throw new en;return this._addChatCompletion(tN(this,q,"m",V).call(this))}[(W=new WeakMap,q=new WeakSet,K=function(){this.ended||tI(this,W,void 0,"f")},U=function(e){if(this.ended)return;let t=tN(this,q,"m",G).call(this,e);this._emit("chunk",e,t);let n=e.choices[0]?.delta?.content,r=t.choices[0]?.message;null!=n&&r?.role==="assistant"&&r?.content&&this._emit("content",n,r.content)},V=function(){if(this.ended)throw new ee("stream has ended, this shouldn't happen");let e=tN(this,W,"f");if(!e)throw new ee("request ended without sending any chunks");return tI(this,W,void 0,"f"),function(e){let{id:t,choices:n,created:r,model:o,system_fingerprint:i,...a}=e;return{...a,id:t,choices:n.map(({message:t,finish_reason:n,index:r,logprobs:o,...i})=>{if(!n)throw new ee(`missing finish_reason for choice ${r}`);let{content:a=null,function_call:l,tool_calls:c,...s}=t,u=t.role;if(!u)throw new ee(`missing role for choice ${r}`);if(l){let{arguments:e,name:t}=l;if(null==e)throw new ee(`missing function_call.arguments for choice ${r}`);if(!t)throw new ee(`missing function_call.name for choice ${r}`);return{...i,message:{content:a,function_call:{arguments:e,name:t},role:u},finish_reason:n,index:r,logprobs:o}}return c?{...i,index:r,finish_reason:n,logprobs:o,message:{...s,role:u,content:a,tool_calls:c.map((t,n)=>{let{function:o,type:i,id:a,...l}=t,{arguments:c,name:s,...u}=o||{};if(null==a)throw new ee(`missing choices[${r}].tool_calls[${n}].id
-${tT(e)}`);if(null==i)throw new ee(`missing choices[${r}].tool_calls[${n}].type
-${tT(e)}`);if(null==s)throw new ee(`missing choices[${r}].tool_calls[${n}].function.name
-${tT(e)}`);if(null==c)throw new ee(`missing choices[${r}].tool_calls[${n}].function.arguments
-${tT(e)}`);return{...l,id:a,type:i,function:{...u,name:s,arguments:c}}})}}:{...i,message:{...s,content:a,role:u},finish_reason:n,index:r,logprobs:o}}),created:r,model:o,object:"chat.completion",...i?{system_fingerprint:i}:{}}}(e)},G=function(e){var t,n,r;let o=tN(this,W,"f"),{choices:i,...a}=e;for(let{delta:i,finish_reason:l,index:c,logprobs:s=null,...u}of(o?Object.assign(o,a):o=tI(this,W,{...a,choices:[]},"f"),e.choices)){let e=o.choices[c];if(e||(e=o.choices[c]={finish_reason:l,index:c,message:{},logprobs:s,...u}),s){if(e.logprobs){let{content:n,...r}=s;Object.assign(e.logprobs,r),n&&((t=e.logprobs).content??(t.content=[]),e.logprobs.content.push(...n))}else e.logprobs=Object.assign({},s)}if(l&&(e.finish_reason=l),Object.assign(e,u),!i)continue;let{content:a,function_call:d,role:f,tool_calls:p,...h}=i;if(Object.assign(e.message,h),a&&(e.message.content=(e.message.content||"")+a),f&&(e.message.role=f),d&&(e.message.function_call?(d.name&&(e.message.function_call.name=d.name),d.arguments&&((n=e.message.function_call).arguments??(n.arguments=""),e.message.function_call.arguments+=d.arguments)):e.message.function_call=d),p)for(let{index:t,id:n,type:o,function:i,...a}of(e.message.tool_calls||(e.message.tool_calls=[]),p)){let l=(r=e.message.tool_calls)[t]??(r[t]={});Object.assign(l,a),n&&(l.id=n),o&&(l.type=o),i&&(l.function??(l.function={arguments:""})),i?.name&&(l.function.name=i.name),i?.arguments&&(l.function.arguments+=i.arguments)}}return o},Symbol.asyncIterator)](){let e=[],t=[],n=!1;return this.on("chunk",n=>{let r=t.shift();r?r(n):e.push(n)}),this.on("end",()=>{for(let e of(n=!0,t))e(void 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js b/ui/litellm-dashboard/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
rename to ui/litellm-dashboard/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
index 8522a957e2..f21f16362b 100644
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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0:e.options.onColumnOrderChange(t),e.resetColumnOrder=t=>{var n;e.setColumnOrder(t?[]:null!=(n=e.initialState.columnOrder)?n:[])},e._getOrderColumnsFn=a(()=>[e.getState().columnOrder,e.getState().grouping,e.options.groupedColumnMode],(e,t,n)=>r=>{let o=[];if(null!=e&&e.length){let t=[...e],n=[...r];for(;n.length&&t.length;){let e=t.shift(),r=n.findIndex(t=>t.id===e);r>-1&&o.push(n.splice(r,1)[0])}o=[...o,...n]}else o=r;return function(e,t,n){if(!(null!=t&&t.length)||!n)return e;let r=e.filter(e=>!t.includes(e.id));return"remove"===n?r:[...t.map(t=>e.find(e=>e.id===t)).filter(Boolean),...r]}(o,t,n)},l(e.options,"debugTable","_getOrderColumnsFn"))}},{getInitialState:e=>({columnPinning:C(),...e}),getDefaultOptions:e=>({onColumnPinningChange:o("columnPinning",e)}),createColumn:(e,t)=>{e.pin=n=>{let r=e.getLeafColumns().map(e=>e.id).filter(Boolean);t.setColumnPinning(e=>{var t,o,i,a,l,c;return"right"===n?{left:(null!=(i=null==e?void 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diff --git a/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css b/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css
new file mode 100644
index 0000000000..92ed7702c5
--- /dev/null
+++ b/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css
@@ -0,0 +1,3 @@
+/*
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similarity index 100%
rename from ui/litellm-dashboard/out/_next/static/mskaBoS_10ApshyywLhnO/_buildManifest.js
rename to ui/litellm-dashboard/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_buildManifest.js
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similarity index 100%
rename from ui/litellm-dashboard/out/_next/static/mskaBoS_10ApshyywLhnO/_ssgManifest.js
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\ No newline at end of file
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diff --git a/ui/litellm-dashboard/out/onboarding.txt b/ui/litellm-dashboard/out/onboarding.txt
index 089a3264ae..0760c574ef 100644
--- a/ui/litellm-dashboard/out/onboarding.txt
+++ b/ui/litellm-dashboard/out/onboarding.txt
@@ -2,6 +2,6 @@
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 5:I[36423,[],""]
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From 7319fef29d72122001769be3878bee773ef79325 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 13:57:50 -0700
Subject: [PATCH 37/80] fix linting error

---
 litellm/main.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/litellm/main.py b/litellm/main.py
index 903e0e938b..b90030a6bb 100644
--- a/litellm/main.py
+++ b/litellm/main.py
@@ -3906,7 +3906,8 @@ async def atext_completion(
         ):  ## CACHING SCENARIO
             if isinstance(init_response, dict):
                 response = TextCompletionResponse(**init_response)
-            response = init_response
+            else:
+                response = init_response
         elif asyncio.iscoroutine(init_response):
             response = await init_response
         else:

From b768ebb426bbfe733323071ceefb82a4790a5758 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 14:19:08 -0700
Subject: [PATCH 38/80] docs contributing section

---
 docs/my-website/sidebars.js | 25 +++++++++++++++----------
 1 file changed, 15 insertions(+), 10 deletions(-)

diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 51e0aa774b..85b94182d7 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -374,13 +374,6 @@ const sidebars = {
         "load_test_rpm",
       ]
     },
-    {
-      type: "category",
-      label: "Adding Providers",
-      items: [
-        "adding_provider/directory_structure",
-        "adding_provider/new_rerank_provider"],
-    },
     {
       type: "category",
       label: "Logging & Observability",
@@ -440,12 +433,25 @@ const sidebars = {
         },
       ]
     },
-
+    {
+      type: "category",
+      label: "Contributing",
+      items: [
+        {
+          type: "category",
+          label: "Adding Providers",
+          items: [
+            "adding_provider/directory_structure",
+            "adding_provider/new_rerank_provider"],
+        },
+        "extras/contributing",
+        "contributing",
+      ]
+    },
     {
       type: "category",
       label: "Extras",
       items: [
-        "extras/contributing",
         "data_security",
         "data_retention",
         "migration_policy",
@@ -481,7 +487,6 @@ const sidebars = {
             "projects/pgai",
           ],
         },
-        "contributing",
         "proxy/pii_masking",
         "extras/code_quality",
         "rules",

From c7a04140e955f02909b651b51b40d274a472dbc8 Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 10 Mar 2025 14:46:21 -0700
Subject: [PATCH 39/80] Revert "changes"

This reverts commit fa88bc96328fd8e313632fd80cb962297a056323.
---
 litellm/__init__.py                           |   2 +-
 .../litellm_core_utils/get_model_cost_map.py  |  21 ++--
 model_prices_and_context_window.json          |   2 +-
 tests/code_coverage_tests/bedrock_pricing.py  |   3 +-
 tests/litellm_utils_tests/test_utils.py       |  12 +-
 .../base_embedding_unit_tests.py              |   3 +-
 tests/llm_translation/base_llm_unit_tests.py  |  27 +++--
 .../llm_translation/base_rerank_unit_tests.py |   3 +-
 .../test_anthropic_completion.py              |   3 +-
 .../test_bedrock_completion.py                |  15 ++-
 tests/llm_translation/test_openai_o1.py       |   9 +-
 tests/llm_translation/test_rerank.py          |   3 +-
 tests/llm_translation/test_together_ai.py     |   3 +-
 .../test_amazing_vertex_completion.py         |   6 +-
 tests/local_testing/test_completion_cost.py   |  70 +++++++----
 tests/local_testing/test_embedding.py         |   6 +-
 tests/local_testing/test_get_model_info.py    |  21 ++--
 tests/local_testing/test_router_utils.py      |  12 +-
 ..._model_prices_and_context_window_schema.py | 111 ------------------
 19 files changed, 141 insertions(+), 191 deletions(-)
 delete mode 100644 tests/test_model_prices_and_context_window_schema.py

diff --git a/litellm/__init__.py b/litellm/__init__.py
index 11894598e1..d66707f8b3 100644
--- a/litellm/__init__.py
+++ b/litellm/__init__.py
@@ -306,7 +306,7 @@ _key_management_settings: KeyManagementSettings = KeyManagementSettings()
 #### PII MASKING ####
 output_parse_pii: bool = False
 #############################################
-from litellm.litellm_core_utils.get_model_cost_map import get_model_cost_map, get_locally_cached_model_cost_map
+from litellm.litellm_core_utils.get_model_cost_map import get_model_cost_map
 
 model_cost = get_model_cost_map(url=model_cost_map_url)
 custom_prompt_dict: Dict[str, dict] = {}
diff --git a/litellm/litellm_core_utils/get_model_cost_map.py b/litellm/litellm_core_utils/get_model_cost_map.py
index 0e14457b2a..b8bdaee19c 100644
--- a/litellm/litellm_core_utils/get_model_cost_map.py
+++ b/litellm/litellm_core_utils/get_model_cost_map.py
@@ -8,29 +8,24 @@ export LITELLM_LOCAL_MODEL_COST_MAP=True
 ```
 """
 
-from functools import cache
 import os
 
 import httpx
 
-@cache
-def get_locally_cached_model_cost_map():
-    import importlib.resources
-    import json
-
-    with importlib.resources.open_text(
-        "litellm", "model_prices_and_context_window_backup.json"
-    ) as f:
-        content = json.load(f)
-        return content
-
 
 def get_model_cost_map(url: str):
     if (
         os.getenv("LITELLM_LOCAL_MODEL_COST_MAP", False)
         or os.getenv("LITELLM_LOCAL_MODEL_COST_MAP", False) == "True"
     ):
-        return get_locally_cached_model_cost_map()
+        import importlib.resources
+        import json
+
+        with importlib.resources.open_text(
+            "litellm", "model_prices_and_context_window_backup.json"
+        ) as f:
+            content = json.load(f)
+            return content
 
     try:
         response = httpx.get(
diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index e35afb0ab7..b2a08544f9 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6,7 +6,7 @@
         "input_cost_per_token": 0.0000,
         "output_cost_per_token": 0.000,
         "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
-        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, moderations, rerank",
+        "mode": "one of chat, embedding, completion, image_generation, audio_transcription, audio_speech",
         "supports_function_calling": true,
         "supports_parallel_function_calling": true,
         "supports_vision": true,
diff --git a/tests/code_coverage_tests/bedrock_pricing.py b/tests/code_coverage_tests/bedrock_pricing.py
index 9984cb8b0e..b2c9e78b06 100644
--- a/tests/code_coverage_tests/bedrock_pricing.py
+++ b/tests/code_coverage_tests/bedrock_pricing.py
@@ -191,7 +191,8 @@ def _check_if_model_name_in_pricing(
     input_cost_per_1k_tokens: str,
     output_cost_per_1k_tokens: str,
 ):
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     for model, value in litellm.model_cost.items():
         if model.startswith(bedrock_model_name):
diff --git a/tests/litellm_utils_tests/test_utils.py b/tests/litellm_utils_tests/test_utils.py
index fd8ad01c8b..2b1e78a681 100644
--- a/tests/litellm_utils_tests/test_utils.py
+++ b/tests/litellm_utils_tests/test_utils.py
@@ -907,7 +907,8 @@ def test_supports_response_schema(model, expected_bool):
     Should be true for gemini-1.5-pro on google ai studio / vertex ai AND predibase models
     Should be false otherwise
     """
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     from litellm.utils import supports_response_schema
 
@@ -1065,7 +1066,8 @@ def test_async_http_handler_force_ipv4(mock_async_client):
     "model, expected_bool", [("gpt-3.5-turbo", False), ("gpt-4o-audio-preview", True)]
 )
 def test_supports_audio_input(model, expected_bool):
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     from litellm.utils import supports_audio_input, supports_audio_output
 
@@ -1163,7 +1165,8 @@ def test_models_by_provider():
     """
     Make sure all providers from model map are in the valid providers list
     """
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     from litellm import models_by_provider
 
@@ -1481,7 +1484,8 @@ def test_get_valid_models_default(monkeypatch):
 
 
 def test_supports_vision_gemini():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     from litellm.utils import supports_vision
 
     assert supports_vision("gemini-1.5-pro") is True
diff --git a/tests/llm_translation/base_embedding_unit_tests.py b/tests/llm_translation/base_embedding_unit_tests.py
index 1fcc825481..30a9dcc0da 100644
--- a/tests/llm_translation/base_embedding_unit_tests.py
+++ b/tests/llm_translation/base_embedding_unit_tests.py
@@ -84,7 +84,8 @@ class BaseLLMEmbeddingTest(ABC):
         litellm.set_verbose = True
         from litellm.utils import supports_embedding_image_input
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         base_embedding_call_args = self.get_base_embedding_call_args()
         if not supports_embedding_image_input(base_embedding_call_args["model"], None):
diff --git a/tests/llm_translation/base_llm_unit_tests.py b/tests/llm_translation/base_llm_unit_tests.py
index eb18cbce90..f91ef0eae9 100644
--- a/tests/llm_translation/base_llm_unit_tests.py
+++ b/tests/llm_translation/base_llm_unit_tests.py
@@ -342,7 +342,8 @@ class BaseLLMChatTest(ABC):
         from pydantic import BaseModel
         from litellm.utils import supports_response_schema
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         class TestModel(BaseModel):
             first_response: str
@@ -381,14 +382,16 @@ class BaseLLMChatTest(ABC):
         from pydantic import BaseModel
         from litellm.utils import supports_response_schema
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
     @pytest.mark.flaky(retries=6, delay=1)
     def test_json_response_nested_pydantic_obj(self):
         from pydantic import BaseModel
         from litellm.utils import supports_response_schema
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         class CalendarEvent(BaseModel):
             name: str
@@ -435,7 +438,8 @@ class BaseLLMChatTest(ABC):
         from litellm.utils import supports_response_schema
         from litellm.llms.base_llm.base_utils import type_to_response_format_param
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         class CalendarEvent(BaseModel):
             name: str
@@ -556,7 +560,8 @@ class BaseLLMChatTest(ABC):
         litellm.set_verbose = True
         from litellm.utils import supports_vision
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         base_completion_call_args = self.get_base_completion_call_args()
         if not supports_vision(base_completion_call_args["model"], None):
@@ -610,7 +615,8 @@ class BaseLLMChatTest(ABC):
         litellm.set_verbose = True
         from litellm.utils import supports_vision
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         image_url = "https://upload.wikimedia.org/wikipedia/commons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/2560px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
 
@@ -650,7 +656,8 @@ class BaseLLMChatTest(ABC):
         litellm.set_verbose = True
         from litellm.utils import supports_prompt_caching
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         base_completion_call_args = self.get_base_completion_call_args()
         if not supports_prompt_caching(base_completion_call_args["model"], None):
@@ -766,7 +773,8 @@ class BaseLLMChatTest(ABC):
             litellm._turn_on_debug()
             from litellm.utils import supports_function_calling
 
-            litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+            os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+            litellm.model_cost = litellm.get_model_cost_map(url="")
 
             base_completion_call_args = self.get_base_completion_call_args()
             if not supports_function_calling(base_completion_call_args["model"], None):
@@ -864,7 +872,8 @@ class BaseLLMChatTest(ABC):
     async def test_completion_cost(self):
         from litellm import completion_cost
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         litellm.set_verbose = True
         response = await self.async_completion_function(
diff --git a/tests/llm_translation/base_rerank_unit_tests.py b/tests/llm_translation/base_rerank_unit_tests.py
index b3f56f7c64..cff4a02753 100644
--- a/tests/llm_translation/base_rerank_unit_tests.py
+++ b/tests/llm_translation/base_rerank_unit_tests.py
@@ -87,7 +87,8 @@ class BaseLLMRerankTest(ABC):
     @pytest.mark.parametrize("sync_mode", [True, False])
     async def test_basic_rerank(self, sync_mode):
         litellm._turn_on_debug()
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
         rerank_call_args = self.get_base_rerank_call_args()
         custom_llm_provider = self.get_custom_llm_provider()
         if sync_mode is True:
diff --git a/tests/llm_translation/test_anthropic_completion.py b/tests/llm_translation/test_anthropic_completion.py
index b71b7878e7..ce7f8f95b5 100644
--- a/tests/llm_translation/test_anthropic_completion.py
+++ b/tests/llm_translation/test_anthropic_completion.py
@@ -491,7 +491,8 @@ class TestAnthropicCompletion(BaseLLMChatTest):
         from pydantic import BaseModel
         from litellm.utils import supports_response_schema
 
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         class RFormat(BaseModel):
             question: str
diff --git a/tests/llm_translation/test_bedrock_completion.py b/tests/llm_translation/test_bedrock_completion.py
index 7dd10879ee..cc8cc163d4 100644
--- a/tests/llm_translation/test_bedrock_completion.py
+++ b/tests/llm_translation/test_bedrock_completion.py
@@ -1975,7 +1975,8 @@ def test_bedrock_converse_route():
 
 def test_bedrock_mapped_converse_models():
     litellm.set_verbose = True
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     litellm.add_known_models()
     litellm.completion(
         model="bedrock/us.amazon.nova-pro-v1:0",
@@ -2107,7 +2108,8 @@ def test_bedrock_supports_tool_call(model, expected_supports_tool_call):
 
 class TestBedrockConverseChatCrossRegion(BaseLLMChatTest):
     def get_base_completion_call_args(self) -> dict:
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
         litellm.add_known_models()
         return {
             "model": "bedrock/us.anthropic.claude-3-5-sonnet-20241022-v2:0",
@@ -2135,7 +2137,8 @@ class TestBedrockConverseChatCrossRegion(BaseLLMChatTest):
         """
         Test if region models info is correctly used for cost calculation. Using the base model info for cost calculation.
         """
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
         bedrock_model = "us.anthropic.claude-3-5-sonnet-20241022-v2:0"
         litellm.model_cost.pop(bedrock_model, None)
         model = f"bedrock/{bedrock_model}"
@@ -2152,7 +2155,8 @@ class TestBedrockConverseChatCrossRegion(BaseLLMChatTest):
 
 class TestBedrockConverseChatNormal(BaseLLMChatTest):
     def get_base_completion_call_args(self) -> dict:
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
         litellm.add_known_models()
         return {
             "model": "bedrock/anthropic.claude-3-5-sonnet-20240620-v1:0",
@@ -2321,7 +2325,8 @@ def test_bedrock_nova_topk(top_k_param):
 def test_bedrock_cross_region_inference(monkeypatch):
     from litellm.llms.custom_httpx.http_handler import HTTPHandler
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     litellm.add_known_models()
 
     litellm.set_verbose = True
diff --git a/tests/llm_translation/test_openai_o1.py b/tests/llm_translation/test_openai_o1.py
index bcd7648f2a..4208f1ae38 100644
--- a/tests/llm_translation/test_openai_o1.py
+++ b/tests/llm_translation/test_openai_o1.py
@@ -29,7 +29,8 @@ async def test_o1_handle_system_role(model):
     from openai import AsyncOpenAI
     from litellm.utils import supports_system_messages
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     litellm.set_verbose = True
 
@@ -82,7 +83,8 @@ async def test_o1_handle_tool_calling_optional_params(
     from litellm.utils import ProviderConfigManager
     from litellm.types.utils import LlmProviders
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     config = ProviderConfigManager.get_provider_chat_config(
         model=model, provider=LlmProviders.OPENAI
@@ -188,7 +190,8 @@ class TestOpenAIO3(BaseOSeriesModelsTest, BaseLLMChatTest):
 
 def test_o1_supports_vision():
     """Test that o1 supports vision"""
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     for k, v in litellm.model_cost.items():
         if k.startswith("o1") and v.get("litellm_provider") == "openai":
             assert v.get("supports_vision") is True, f"{k} does not support vision"
diff --git a/tests/llm_translation/test_rerank.py b/tests/llm_translation/test_rerank.py
index ef5df795ab..d2cb2b6fea 100644
--- a/tests/llm_translation/test_rerank.py
+++ b/tests/llm_translation/test_rerank.py
@@ -274,7 +274,8 @@ class TestLogger(CustomLogger):
 
 @pytest.mark.asyncio()
 async def test_rerank_custom_callbacks():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     custom_logger = TestLogger()
     litellm.callbacks = [custom_logger]
diff --git a/tests/llm_translation/test_together_ai.py b/tests/llm_translation/test_together_ai.py
index f275500817..b83a700002 100644
--- a/tests/llm_translation/test_together_ai.py
+++ b/tests/llm_translation/test_together_ai.py
@@ -42,7 +42,8 @@ class TestTogetherAI(BaseLLMChatTest):
     def test_get_supported_response_format_together_ai(
         self, model: str, expected_bool: bool
     ) -> None:
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
         optional_params = litellm.get_supported_openai_params(
             model, custom_llm_provider="together_ai"
         )
diff --git a/tests/local_testing/test_amazing_vertex_completion.py b/tests/local_testing/test_amazing_vertex_completion.py
index c82cfa6a91..8595b54f70 100644
--- a/tests/local_testing/test_amazing_vertex_completion.py
+++ b/tests/local_testing/test_amazing_vertex_completion.py
@@ -1433,7 +1433,8 @@ async def test_gemini_pro_json_schema_args_sent_httpx(
     enforce_validation,
 ):
     load_vertex_ai_credentials()
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     litellm.set_verbose = True
     messages = [{"role": "user", "content": "List 5 cookie recipes"}]
@@ -1553,7 +1554,8 @@ async def test_gemini_pro_json_schema_args_sent_httpx_openai_schema(
     from pydantic import BaseModel
 
     load_vertex_ai_credentials()
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     litellm.set_verbose = True
 
diff --git a/tests/local_testing/test_completion_cost.py b/tests/local_testing/test_completion_cost.py
index eb7f4ea537..33fc6cfd3a 100644
--- a/tests/local_testing/test_completion_cost.py
+++ b/tests/local_testing/test_completion_cost.py
@@ -634,7 +634,8 @@ def test_gemini_completion_cost(above_128k, provider):
     """
     Check if cost correctly calculated for gemini models based on context window
     """
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     if provider == "gemini":
         model_name = "gemini-1.5-flash-latest"
     else:
@@ -689,7 +690,8 @@ def _count_characters(text):
 
 
 def test_vertex_ai_completion_cost():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     text = "The quick brown fox jumps over the lazy dog."
     characters = _count_characters(text=text)
@@ -724,7 +726,8 @@ def test_vertex_ai_medlm_completion_cost():
             model=model, messages=messages, custom_llm_provider="vertex_ai"
         )
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     model = "vertex_ai/medlm-medium"
     messages = [{"role": "user", "content": "Test MedLM completion cost."}]
@@ -743,7 +746,8 @@ def test_vertex_ai_claude_completion_cost():
     from litellm import Choices, Message, ModelResponse
     from litellm.utils import Usage
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     litellm.set_verbose = True
     input_tokens = litellm.token_counter(
@@ -792,7 +796,8 @@ def test_vertex_ai_embedding_completion_cost(caplog):
     """
     Relevant issue - https://github.com/BerriAI/litellm/issues/4630
     """
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     text = "The quick brown fox jumps over the lazy dog."
     input_tokens = litellm.token_counter(
@@ -834,7 +839,8 @@ def test_vertex_ai_embedding_completion_cost(caplog):
 #     from test_amazing_vertex_completion import load_vertex_ai_credentials
 
 #     load_vertex_ai_credentials()
-#     litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+#     os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+#     litellm.model_cost = litellm.get_model_cost_map(url="")
 
 #     text = "The quick brown fox jumps over the lazy dog."
 #     input_tokens = litellm.token_counter(
@@ -861,7 +867,8 @@ def test_vertex_ai_embedding_completion_cost(caplog):
 
 def test_completion_azure_ai():
     try:
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
 
         litellm.set_verbose = True
         response = litellm.completion(
@@ -967,7 +974,8 @@ def test_vertex_ai_mistral_predict_cost(usage):
 
 @pytest.mark.parametrize("model", ["openai/tts-1", "azure/tts-1"])
 def test_completion_cost_tts(model):
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     cost = completion_cost(
         model=model,
@@ -1163,7 +1171,8 @@ def test_completion_cost_azure_common_deployment_name():
     ],
 )
 def test_completion_cost_prompt_caching(model, custom_llm_provider):
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     from litellm.utils import Choices, Message, ModelResponse, Usage
 
@@ -1264,7 +1273,8 @@ def test_completion_cost_prompt_caching(model, custom_llm_provider):
     ],
 )
 def test_completion_cost_databricks(model):
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     model, messages = model, [{"role": "user", "content": "What is 2+2?"}]
 
     resp = litellm.completion(model=model, messages=messages)  # works fine
@@ -1281,7 +1291,8 @@ def test_completion_cost_databricks(model):
     ],
 )
 def test_completion_cost_databricks_embedding(model):
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     resp = litellm.embedding(model=model, input=["hey, how's it going?"])  # works fine
 
     print(resp)
@@ -1308,7 +1319,8 @@ def test_get_model_params_fireworks_ai(model, base_model):
     ["fireworks_ai/llama-v3p1-405b-instruct", "fireworks_ai/mixtral-8x7b-instruct"],
 )
 def test_completion_cost_fireworks_ai(model):
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     messages = [{"role": "user", "content": "Hey, how's it going?"}]
     resp = litellm.completion(model=model, messages=messages)  # works fine
@@ -1325,7 +1337,8 @@ def test_cost_azure_openai_prompt_caching():
     )
     from litellm import get_model_info
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     model = "azure/o1-mini"
 
@@ -1416,7 +1429,8 @@ def test_cost_azure_openai_prompt_caching():
 
 
 def test_completion_cost_vertex_llama3():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     from litellm.utils import Choices, Message, ModelResponse, Usage
 
@@ -1456,7 +1470,8 @@ def test_cost_openai_prompt_caching():
     from litellm.utils import Choices, Message, ModelResponse, Usage
     from litellm import get_model_info
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     model = "gpt-4o-mini-2024-07-18"
 
@@ -1546,7 +1561,8 @@ def test_cost_openai_prompt_caching():
 def test_completion_cost_azure_ai_rerank(model):
     from litellm import RerankResponse, rerank
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     response = RerankResponse(
         id="b01dbf2e-63c8-4981-9e69-32241da559ed",
@@ -1577,7 +1593,8 @@ def test_completion_cost_azure_ai_rerank(model):
 def test_together_ai_embedding_completion_cost():
     from litellm.utils import Choices, EmbeddingResponse, Message, ModelResponse, Usage
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     response = EmbeddingResponse(
         model="togethercomputer/m2-bert-80M-8k-retrieval",
         data=[
@@ -2434,7 +2451,8 @@ def test_completion_cost_params_gemini_3():
 
     from litellm.llms.vertex_ai.cost_calculator import cost_per_character
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     response = ModelResponse(
         id="chatcmpl-61043504-4439-48be-9996-e29bdee24dc3",
@@ -2503,7 +2521,8 @@ def test_completion_cost_params_gemini_3():
 # @pytest.mark.flaky(retries=3, delay=1)
 @pytest.mark.parametrize("stream", [False])  # True,
 async def test_test_completion_cost_gpt4o_audio_output_from_model(stream):
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     from litellm.types.utils import (
         Choices,
         Message,
@@ -2600,7 +2619,8 @@ def test_completion_cost_model_response_cost(response_model, custom_llm_provider
     """
     from litellm import ModelResponse
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     litellm.set_verbose = True
     response = {
@@ -2700,7 +2720,8 @@ def test_select_model_name_for_cost_calc():
 def test_moderations():
     from litellm import moderation
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     litellm.add_known_models()
 
     assert "omni-moderation-latest" in litellm.model_cost
@@ -2753,7 +2774,8 @@ def test_bedrock_cost_calc_with_region():
 
     from litellm import ModelResponse
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     litellm.add_known_models()
 
@@ -2952,7 +2974,9 @@ async def test_cost_calculator_with_custom_pricing_router(model_item, custom_pri
 def test_json_valid_model_cost_map():
     import json
 
-    model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+
+    model_cost = litellm.get_model_cost_map(url="")
 
     try:
         # Attempt to serialize and deserialize the JSON
diff --git a/tests/local_testing/test_embedding.py b/tests/local_testing/test_embedding.py
index c369dd73eb..c85a830e5f 100644
--- a/tests/local_testing/test_embedding.py
+++ b/tests/local_testing/test_embedding.py
@@ -115,7 +115,8 @@ def test_openai_embedding_3():
 @pytest.mark.asyncio
 async def test_openai_azure_embedding_simple(model, api_base, api_key, sync_mode):
     try:
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
         # litellm.set_verbose = True
         if sync_mode:
             response = embedding(
@@ -197,7 +198,8 @@ def _azure_ai_image_mock_response(*args, **kwargs):
 @pytest.mark.asyncio
 async def test_azure_ai_embedding_image(model, api_base, api_key, sync_mode):
     try:
-        litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+        os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+        litellm.model_cost = litellm.get_model_cost_map(url="")
         input = base64_image
         if sync_mode:
             client = HTTPHandler()
diff --git a/tests/local_testing/test_get_model_info.py b/tests/local_testing/test_get_model_info.py
index 24b6b5195e..89ebcfaff0 100644
--- a/tests/local_testing/test_get_model_info.py
+++ b/tests/local_testing/test_get_model_info.py
@@ -58,14 +58,16 @@ def test_get_model_info_shows_correct_supports_vision():
 
 
 def test_get_model_info_shows_assistant_prefill():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     info = litellm.get_model_info("deepseek/deepseek-chat")
     print("info", info)
     assert info.get("supports_assistant_prefill") is True
 
 
 def test_get_model_info_shows_supports_prompt_caching():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     info = litellm.get_model_info("deepseek/deepseek-chat")
     print("info", info)
     assert info.get("supports_prompt_caching") is True
@@ -114,7 +116,8 @@ def test_get_model_info_gemini():
     """
     Tests if ALL gemini models have 'tpm' and 'rpm' in the model info
     """
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     model_map = litellm.model_cost
     for model, info in model_map.items():
@@ -124,7 +127,8 @@ def test_get_model_info_gemini():
 
 
 def test_get_model_info_bedrock_region():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     args = {
         "model": "us.anthropic.claude-3-5-sonnet-20241022-v2:0",
         "custom_llm_provider": "bedrock",
@@ -208,7 +212,8 @@ def test_model_info_bedrock_converse(monkeypatch):
 
     This ensures they are automatically routed to the converse endpoint.
     """
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     try:
         # Load whitelist models from file
         with open("whitelisted_bedrock_models.txt", "r") as file:
@@ -226,7 +231,8 @@ def test_model_info_bedrock_converse_enforcement(monkeypatch):
     """
     Test the enforcement of the whitelist by adding a fake model and ensuring the test fails.
     """
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    monkeypatch.setenv("LITELLM_LOCAL_MODEL_COST_MAP", "True")
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     # Add a fake unwhitelisted model
     litellm.model_cost["fake.bedrock-chat-model"] = {
@@ -317,7 +323,8 @@ def test_get_model_info_bedrock_models():
     """
     from litellm.llms.bedrock.common_utils import BedrockModelInfo
 
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
 
     for k, v in litellm.model_cost.items():
         if v["litellm_provider"] == "bedrock":
diff --git a/tests/local_testing/test_router_utils.py b/tests/local_testing/test_router_utils.py
index ab8293ad29..7c2bbdc2a1 100644
--- a/tests/local_testing/test_router_utils.py
+++ b/tests/local_testing/test_router_utils.py
@@ -178,7 +178,8 @@ async def test_update_kwargs_before_fallbacks(call_type):
 
 
 def test_router_get_model_info_wildcard_routes():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     router = Router(
         model_list=[
             {
@@ -199,7 +200,8 @@ def test_router_get_model_info_wildcard_routes():
 
 @pytest.mark.asyncio
 async def test_router_get_model_group_usage_wildcard_routes():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     router = Router(
         model_list=[
             {
@@ -295,7 +297,8 @@ async def test_call_router_callbacks_on_failure():
 
 @pytest.mark.asyncio
 async def test_router_model_group_headers():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     from litellm.types.utils import OPENAI_RESPONSE_HEADERS
 
     router = Router(
@@ -327,7 +330,8 @@ async def test_router_model_group_headers():
 
 @pytest.mark.asyncio
 async def test_get_remaining_model_group_usage():
-    litellm.model_cost = litellm.get_locally_cached_model_cost_map()
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    litellm.model_cost = litellm.get_model_cost_map(url="")
     from litellm.types.utils import OPENAI_RESPONSE_HEADERS
 
     router = Router(
diff --git a/tests/test_model_prices_and_context_window_schema.py b/tests/test_model_prices_and_context_window_schema.py
deleted file mode 100644
index 80d35f84b4..0000000000
--- a/tests/test_model_prices_and_context_window_schema.py
+++ /dev/null
@@ -1,111 +0,0 @@
-import litellm
-from jsonschema import validate
-
-def test_model_prices_and_context_window_json_is_valid():
-    '''
-    Validates the `model_prices_and_context_window.json` file.
-
-    If this test fails after you update the json, you need to update the schema or correct the change you made.
-    '''
-
-    INTENDED_SCHEMA = {
-        "type": "object",
-        "additionalProperties": {
-            "type": "object",
-            "properties": {
-                "cache_creation_input_audio_token_cost": {"type": "number"},
-                "cache_creation_input_token_cost": {"type": "number"},
-                "cache_read_input_token_cost": {"type": "number"},
-                "deprecation_date": {"type": "string"},
-                "input_cost_per_audio_per_second": {"type": "number"},
-                "input_cost_per_audio_per_second_above_128k_tokens": {"type": "number"},
-                "input_cost_per_audio_token": {"type": "number"},
-                "input_cost_per_character": {"type": "number"},
-                "input_cost_per_character_above_128k_tokens": {"type": "number"},
-                "input_cost_per_image": {"type": "number"},
-                "input_cost_per_image_above_128k_tokens": {"type": "number"},
-                "input_cost_per_pixel": {"type": "number"},
-                "input_cost_per_query": {"type": "number"},
-                "input_cost_per_request": {"type": "number"},
-                "input_cost_per_second": {"type": "number"},
-                "input_cost_per_token": {"type": "number"},
-                "input_cost_per_token_above_128k_tokens": {"type": "number"},
-                "input_cost_per_token_batch_requests": {"type": "number"},
-                "input_cost_per_token_batches": {"type": "number"},
-                "input_cost_per_token_cache_hit": {"type": "number"},
-                "input_cost_per_video_per_second": {"type": "number"},
-                "input_cost_per_video_per_second_above_128k_tokens": {"type": "number"},
-                "input_dbu_cost_per_token": {"type": "number"},
-                "litellm_provider": {"type": "string"},
-                "max_audio_length_hours": {"type": "number"},
-                "max_audio_per_prompt": {"type": "number"},
-                "max_document_chunks_per_query": {"type": "number"},
-                "max_images_per_prompt": {"type": "number"},
-                "max_input_tokens": {"type": "number"},
-                "max_output_tokens": {"type": "number"},
-                "max_pdf_size_mb": {"type": "number"},
-                "max_query_tokens": {"type": "number"},
-                "max_tokens": {"type": "number"},
-                "max_tokens_per_document_chunk": {"type": "number"},
-                "max_video_length": {"type": "number"},
-                "max_videos_per_prompt": {"type": "number"},
-                "metadata": {"type": "object"},
-                "mode": {
-                    "type": "string",
-                    "enum": [
-                        "audio_speech",
-                        "audio_transcription",
-                        "chat",
-                        "completion",
-                        "embedding",
-                        "image_generation",
-                        "moderation",
-                        "moderations",
-                        "rerank"
-                    ],
-                },
-                "output_cost_per_audio_token": {"type": "number"},
-                "output_cost_per_character": {"type": "number"},
-                "output_cost_per_character_above_128k_tokens": {"type": "number"},
-                "output_cost_per_image": {"type": "number"},
-                "output_cost_per_pixel": {"type": "number"},
-                "output_cost_per_second": {"type": "number"},
-                "output_cost_per_token": {"type": "number"},
-                "output_cost_per_token_above_128k_tokens": {"type": "number"},
-                "output_cost_per_token_batches": {"type": "number"},
-                "output_db_cost_per_token": {"type": "number"},
-                "output_dbu_cost_per_token": {"type": "number"},
-                "output_vector_size": {"type": "number"},
-                "rpd": {"type": "number"},
-                "rpm": {"type": "number"},
-                "source": {"type": "string"},
-                "supports_assistant_prefill": {"type": "boolean"},
-                "supports_audio_input": {"type": "boolean"},
-                "supports_audio_output": {"type": "boolean"},
-                "supports_embedding_image_input": {"type": "boolean"},
-                "supports_function_calling": {"type": "boolean"},
-                "supports_image_input": {"type": "boolean"},
-                "supports_parallel_function_calling": {"type": "boolean"},
-                "supports_pdf_input": {"type": "boolean"},
-                "supports_prompt_caching": {"type": "boolean"},
-                "supports_response_schema": {"type": "boolean"},
-                "supports_system_messages": {"type": "boolean"},
-                "supports_tool_choice": {"type": "boolean"},
-                "supports_video_input": {"type": "boolean"},
-                "supports_vision": {"type": "boolean"},
-                "tool_use_system_prompt_tokens": {"type": "number"},
-                "tpm": {"type": "number"},
-            },
-            "additionalProperties": False,
-        },
-    }
-
-    actual_json = litellm.get_locally_cached_model_cost_map()
-    assert isinstance(actual_json, dict)
-    temporarily_removed = actual_json.pop('sample_spec', None) # remove the sample, whose schema is inconsistent with the real data
-
-    validate(actual_json, INTENDED_SCHEMA)
-
-    if temporarily_removed is not None:
-        # put back the sample spec that we removed
-        actual_json.update({'sample_spec': temporarily_removed})

From c1a3cb82a9eb4d8787a3e3a8b06d3250125b2a06 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 14:49:27 -0700
Subject: [PATCH 40/80] docs on contributing

---
 README.md                                     |  66 +----------
 .../docs/extras/contributing_code.md          | 110 ++++++++++++++++++
 docs/my-website/sidebars.js                   |   1 +
 ...odel_prices_and_context_window_backup.json |  40 +++----
 4 files changed, 132 insertions(+), 85 deletions(-)
 create mode 100644 docs/my-website/docs/extras/contributing_code.md

diff --git a/README.md b/README.md
index 014df0ccdd..ab83f1927b 100644
--- a/README.md
+++ b/README.md
@@ -340,71 +340,7 @@ curl 'http://0.0.0.0:4000/key/generate' \
 
 ## Contributing
 
-To contribute: Clone the repo locally -> Make a change -> Submit a PR with the change.
-
-Here's how to modify the repo locally:
-
-Step 1: Clone the repo
-
-```
-git clone https://github.com/BerriAI/litellm.git
-```
-
-Step 2: Install dependencies:
-
-```
-pip install -r requirements.txt
-```
-
-Step 3: Test your change:
-
-a. Add a pytest test within `tests/litellm/`
-
-This folder follows the same directory structure as `litellm/`.
-
-If a corresponding test file does not exist, create one.
-
-b. Run the test
-
-```
-cd tests/litellm # pwd: Documents/litellm/litellm/tests/litellm
-pytest /path/to/test_file.py
-```
-
-Step 4: Submit a PR with your changes! 🚀
-
-- push your fork to your GitHub repo
-- submit a PR from there
-
-### Building LiteLLM Docker Image 
-
-Follow these instructions if you want to build / run the LiteLLM Docker Image yourself.
-
-Step 1: Clone the repo
-
-```
-git clone https://github.com/BerriAI/litellm.git
-```
-
-Step 2: Build the Docker Image
-
-Build using Dockerfile.non_root
-```
-docker build -f docker/Dockerfile.non_root -t litellm_test_image .
-```
-
-Step 3: Run the Docker Image
-
-Make sure config.yaml is present in the root directory. This is your litellm proxy config file.
-```
-docker run \
-    -v $(pwd)/proxy_config.yaml:/app/config.yaml \
-    -e DATABASE_URL="postgresql://xxxxxxxx" \
-    -e LITELLM_MASTER_KEY="sk-1234" \
-    -p 4000:4000 \
-    litellm_test_image \
-    --config /app/config.yaml --detailed_debug
-```
+Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and contributing LLM integrations are both accepted and highly encouraged! See our Contribution Guide for more details 
 
 # Enterprise
 For companies that need better security, user management and professional support
diff --git a/docs/my-website/docs/extras/contributing_code.md b/docs/my-website/docs/extras/contributing_code.md
new file mode 100644
index 0000000000..395a882478
--- /dev/null
+++ b/docs/my-website/docs/extras/contributing_code.md
@@ -0,0 +1,110 @@
+# Contributing Code
+
+Here are the core requirements for any PR submitted to LiteLLM
+
+- Follow the [fork and pull request workflow](https://docs.github.com/en/get-started/exploring-projects-on-github/contributing-to-a-project)
+- Fill out the relevant issue(s) your PR solves
+- Add testing, **Adding atleast 1 test is a hard requirement**
+- Ensure your PR passes the following tests 
+    - Unit Tests
+    - Formatting / Linting Tests
+- Keep scope as isolated as possible. As a general rule, your changes should address 1 specific problem at a time
+
+
+
+
+## Quick start
+
+## 1. Setup your local dev environment
+
+
+Here's how to modify the repo locally:
+
+Step 1: Clone the repo
+
+```shell
+git clone https://github.com/BerriAI/litellm.git
+```
+
+Step 2: Install dependencies:
+
+```shell
+pip install -r requirements.txt
+```
+
+That's it, your local dev environment is ready!
+
+## 2. Adding Testing to your PR
+
+- Add your test to the [`tests/litellm/` directory](https://github.com/BerriAI/litellm/tree/main/tests/litellm)
+
+- This directory 1:1 maps the the `litellm/` directory, and can only contain mocked tests.
+- Do not add real llm api calls to this directory.
+
+### 2.1 File Naming Convention for `tests/litellm/`
+
+The `tests/litellm/` directory follows the same directory structure as `litellm/`.
+
+- `litellm/proxy/test_caching_routes.py` maps to `litellm/proxy/caching_routes.py`
+- `test_{filename}.py` maps to `litellm/{filename}.py`
+
+
+
+
+### Checklist for PRs
+
+
+
+Step 3: Test your change:
+
+a. Add a pytest test within `tests/litellm/`
+
+This folder follows the same directory structure as `litellm/`.
+
+If a corresponding test file does not exist, create one.
+
+b. Run the test
+
+```shell
+cd tests/litellm # pwd: Documents/litellm/litellm/tests/litellm
+pytest /path/to/test_file.py
+```
+
+Step 4: Submit a PR with your changes! 🚀
+
+- push your fork to your GitHub repo
+- submit a PR from there
+
+
+## Advanced
+### Building LiteLLM Docker Image 
+
+Some people might want to build the LiteLLM docker image themselves. Follow these instructions if you want to build / run the LiteLLM Docker Image yourself.
+
+Step 1: Clone the repo
+
+```shell
+git clone https://github.com/BerriAI/litellm.git
+```
+
+Step 2: Build the Docker Image
+
+Build using Dockerfile.non_root
+
+```shell
+docker build -f docker/Dockerfile.non_root -t litellm_test_image .
+```
+
+Step 3: Run the Docker Image
+
+Make sure config.yaml is present in the root directory. This is your litellm proxy config file.
+
+```shell
+docker run \
+    -v $(pwd)/proxy_config.yaml:/app/config.yaml \
+    -e DATABASE_URL="postgresql://xxxxxxxx" \
+    -e LITELLM_MASTER_KEY="sk-1234" \
+    -p 4000:4000 \
+    litellm_test_image \
+    --config /app/config.yaml --detailed_debug
+```
diff --git a/docs/my-website/sidebars.js b/docs/my-website/sidebars.js
index 85b94182d7..cf4f14b202 100644
--- a/docs/my-website/sidebars.js
+++ b/docs/my-website/sidebars.js
@@ -437,6 +437,7 @@ const sidebars = {
       type: "category",
       label: "Contributing",
       items: [
+        "extras/contributing_code",
         {
           type: "category",
           label: "Adding Providers",
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index b61ddd4562..b2a08544f9 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -6057,26 +6057,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "jamba-large-1.6": {
-        "max_tokens": 256000,
-        "max_input_tokens": 256000,
-        "max_output_tokens": 256000,
-        "input_cost_per_token": 0.000002,
-        "output_cost_per_token": 0.000008,
-        "litellm_provider": "ai21",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "jamba-mini-1.6": {
-        "max_tokens": 256000,
-        "max_input_tokens": 256000,
-        "max_output_tokens": 256000,
-        "input_cost_per_token": 0.0000002,
-        "output_cost_per_token": 0.0000004,
-        "litellm_provider": "ai21",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "jamba-1.5-mini": {
         "max_tokens": 256000,
         "max_input_tokens": 256000,
@@ -6097,6 +6077,26 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
+    "jamba-large-1.6": {
+        "max_tokens": 256000,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "input_cost_per_token": 0.000002,
+        "output_cost_per_token": 0.000008,
+        "litellm_provider": "ai21",
+        "mode": "chat",
+        "supports_tool_choice": true
+    },
+    "jamba-mini-1.6": {
+        "max_tokens": 256000,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "input_cost_per_token": 0.0000002,
+        "output_cost_per_token": 0.0000004,
+        "litellm_provider": "ai21",
+        "mode": "chat",
+        "supports_tool_choice": true
+    },
     "j2-mid": {
         "max_tokens": 8192,
         "max_input_tokens": 8192,

From 495b3dc026c3a656c3aed3987f23377cda45dd8c Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 10 Mar 2025 14:52:30 -0700
Subject: [PATCH 41/80] feedback

---
 model_prices_and_context_window.json          |   2 +-
 ..._model_prices_and_context_window_schema.py | 113 ++++++++++++++++++
 2 files changed, 114 insertions(+), 1 deletion(-)
 create mode 100644 tests/test_model_prices_and_context_window_schema.py

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index b2a08544f9..9000a24d06 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6,7 +6,7 @@
         "input_cost_per_token": 0.0000,
         "output_cost_per_token": 0.000,
         "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
-        "mode": "one of chat, embedding, completion, image_generation, audio_transcription, audio_speech",
+        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, moderations, rerank",        
         "supports_function_calling": true,
         "supports_parallel_function_calling": true,
         "supports_vision": true,
diff --git a/tests/test_model_prices_and_context_window_schema.py b/tests/test_model_prices_and_context_window_schema.py
new file mode 100644
index 0000000000..8efc6c664a
--- /dev/null
+++ b/tests/test_model_prices_and_context_window_schema.py
@@ -0,0 +1,113 @@
+import os
+import litellm
+from jsonschema import validate
+
+def test_model_prices_and_context_window_json_is_valid():
+    '''
+    Validates the `model_prices_and_context_window.json` file.
+
+    If this test fails after you update the json, you need to update the schema or correct the change you made.
+    '''
+
+    INTENDED_SCHEMA = {
+        "type": "object",
+        "additionalProperties": {
+            "type": "object",
+            "properties": {
+                "cache_creation_input_audio_token_cost": {"type": "number"},
+                "cache_creation_input_token_cost": {"type": "number"},
+                "cache_read_input_token_cost": {"type": "number"},
+                "deprecation_date": {"type": "string"},
+                "input_cost_per_audio_per_second": {"type": "number"},
+                "input_cost_per_audio_per_second_above_128k_tokens": {"type": "number"},
+                "input_cost_per_audio_token": {"type": "number"},
+                "input_cost_per_character": {"type": "number"},
+                "input_cost_per_character_above_128k_tokens": {"type": "number"},
+                "input_cost_per_image": {"type": "number"},
+                "input_cost_per_image_above_128k_tokens": {"type": "number"},
+                "input_cost_per_pixel": {"type": "number"},
+                "input_cost_per_query": {"type": "number"},
+                "input_cost_per_request": {"type": "number"},
+                "input_cost_per_second": {"type": "number"},
+                "input_cost_per_token": {"type": "number"},
+                "input_cost_per_token_above_128k_tokens": {"type": "number"},
+                "input_cost_per_token_batch_requests": {"type": "number"},
+                "input_cost_per_token_batches": {"type": "number"},
+                "input_cost_per_token_cache_hit": {"type": "number"},
+                "input_cost_per_video_per_second": {"type": "number"},
+                "input_cost_per_video_per_second_above_128k_tokens": {"type": "number"},
+                "input_dbu_cost_per_token": {"type": "number"},
+                "litellm_provider": {"type": "string"},
+                "max_audio_length_hours": {"type": "number"},
+                "max_audio_per_prompt": {"type": "number"},
+                "max_document_chunks_per_query": {"type": "number"},
+                "max_images_per_prompt": {"type": "number"},
+                "max_input_tokens": {"type": "number"},
+                "max_output_tokens": {"type": "number"},
+                "max_pdf_size_mb": {"type": "number"},
+                "max_query_tokens": {"type": "number"},
+                "max_tokens": {"type": "number"},
+                "max_tokens_per_document_chunk": {"type": "number"},
+                "max_video_length": {"type": "number"},
+                "max_videos_per_prompt": {"type": "number"},
+                "metadata": {"type": "object"},
+                "mode": {
+                    "type": "string",
+                    "enum": [
+                        "audio_speech",
+                        "audio_transcription",
+                        "chat",
+                        "completion",
+                        "embedding",
+                        "image_generation",
+                        "moderation",
+                        "moderations",
+                        "rerank"
+                    ],
+                },
+                "output_cost_per_audio_token": {"type": "number"},
+                "output_cost_per_character": {"type": "number"},
+                "output_cost_per_character_above_128k_tokens": {"type": "number"},
+                "output_cost_per_image": {"type": "number"},
+                "output_cost_per_pixel": {"type": "number"},
+                "output_cost_per_second": {"type": "number"},
+                "output_cost_per_token": {"type": "number"},
+                "output_cost_per_token_above_128k_tokens": {"type": "number"},
+                "output_cost_per_token_batches": {"type": "number"},
+                "output_db_cost_per_token": {"type": "number"},
+                "output_dbu_cost_per_token": {"type": "number"},
+                "output_vector_size": {"type": "number"},
+                "rpd": {"type": "number"},
+                "rpm": {"type": "number"},
+                "source": {"type": "string"},
+                "supports_assistant_prefill": {"type": "boolean"},
+                "supports_audio_input": {"type": "boolean"},
+                "supports_audio_output": {"type": "boolean"},
+                "supports_embedding_image_input": {"type": "boolean"},
+                "supports_function_calling": {"type": "boolean"},
+                "supports_image_input": {"type": "boolean"},
+                "supports_parallel_function_calling": {"type": "boolean"},
+                "supports_pdf_input": {"type": "boolean"},
+                "supports_prompt_caching": {"type": "boolean"},
+                "supports_response_schema": {"type": "boolean"},
+                "supports_system_messages": {"type": "boolean"},
+                "supports_tool_choice": {"type": "boolean"},
+                "supports_video_input": {"type": "boolean"},
+                "supports_vision": {"type": "boolean"},
+                "tool_use_system_prompt_tokens": {"type": "number"},
+                "tpm": {"type": "number"},
+            },
+            "additionalProperties": False,
+        },
+    }
+
+    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
+    actual_json = litellm.get_model_cost_map(url='')
+    assert isinstance(actual_json, dict)
+    temporarily_removed = actual_json.pop('sample_spec', None) # remove the sample, whose schema is inconsistent with the real data
+
+    validate(actual_json, INTENDED_SCHEMA)
+
+    if temporarily_removed is not None:
+        # put back the sample spec that we removed
+        actual_json.update({'sample_spec': temporarily_removed})

From e5fefe510533fa1ea949aa9b28701b3bcf0cb54b Mon Sep 17 00:00:00 2001
From: Utkash Dubey <5297724+utkashd@users.noreply.github.com>
Date: Mon, 10 Mar 2025 14:53:27 -0700
Subject: [PATCH 42/80] Update model_prices_and_context_window.json

---
 model_prices_and_context_window.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 9000a24d06..e35afb0ab7 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6,7 +6,7 @@
         "input_cost_per_token": 0.0000,
         "output_cost_per_token": 0.000,
         "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
-        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, moderations, rerank",        
+        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, moderations, rerank",
         "supports_function_calling": true,
         "supports_parallel_function_calling": true,
         "supports_vision": true,

From c1ec82fbd57ee230def90f3e369f401c4386d651 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 15:21:04 -0700
Subject: [PATCH 43/80] refactor: instrument body param to bubble up on
 exception

---
 litellm/llms/base_llm/chat/transformation.py  |  2 +
 litellm/llms/openai/common_utils.py           |  2 +
 litellm/llms/openai/openai.py                 |  6 ++-
 ...odel_prices_and_context_window_backup.json | 40 +++++++++----------
 tests/llm_translation/test_openai.py          | 31 ++++++++++++++
 5 files changed, 60 insertions(+), 21 deletions(-)

diff --git a/litellm/llms/base_llm/chat/transformation.py b/litellm/llms/base_llm/chat/transformation.py
index d05b79dd7f..8327a10464 100644
--- a/litellm/llms/base_llm/chat/transformation.py
+++ b/litellm/llms/base_llm/chat/transformation.py
@@ -51,6 +51,7 @@ class BaseLLMException(Exception):
         headers: Optional[Union[dict, httpx.Headers]] = None,
         request: Optional[httpx.Request] = None,
         response: Optional[httpx.Response] = None,
+        body: Optional[dict] = None,
     ):
         self.status_code = status_code
         self.message: str = message
@@ -67,6 +68,7 @@ class BaseLLMException(Exception):
             self.response = httpx.Response(
                 status_code=status_code, request=self.request
             )
+        self.body = body
         super().__init__(
             self.message
         )  # Call the base class constructor with the parameters it needs
diff --git a/litellm/llms/openai/common_utils.py b/litellm/llms/openai/common_utils.py
index 98a55b4bd3..a8412f867b 100644
--- a/litellm/llms/openai/common_utils.py
+++ b/litellm/llms/openai/common_utils.py
@@ -19,6 +19,7 @@ class OpenAIError(BaseLLMException):
         request: Optional[httpx.Request] = None,
         response: Optional[httpx.Response] = None,
         headers: Optional[Union[dict, httpx.Headers]] = None,
+        body: Optional[dict] = None,
     ):
         self.status_code = status_code
         self.message = message
@@ -39,6 +40,7 @@ class OpenAIError(BaseLLMException):
             headers=self.headers,
             request=self.request,
             response=self.response,
+            body=body,
         )
 
 
diff --git a/litellm/llms/openai/openai.py b/litellm/llms/openai/openai.py
index 3fddca53e7..ca2b8ec6c7 100644
--- a/litellm/llms/openai/openai.py
+++ b/litellm/llms/openai/openai.py
@@ -828,13 +828,17 @@ class OpenAIChatCompletion(BaseLLM):
             except Exception as e:
                 exception_response = getattr(e, "response", None)
                 status_code = getattr(e, "status_code", 500)
+                exception_body = getattr(e, "body", None)
                 error_headers = getattr(e, "headers", None)
                 if error_headers is None and exception_response:
                     error_headers = getattr(exception_response, "headers", None)
                 message = getattr(e, "message", str(e))
 
                 raise OpenAIError(
-                    status_code=status_code, message=message, headers=error_headers
+                    status_code=status_code,
+                    message=message,
+                    headers=error_headers,
+                    body=exception_body,
                 )
 
     def streaming(
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index b61ddd4562..b2a08544f9 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -6057,26 +6057,6 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
-    "jamba-large-1.6": {
-        "max_tokens": 256000,
-        "max_input_tokens": 256000,
-        "max_output_tokens": 256000,
-        "input_cost_per_token": 0.000002,
-        "output_cost_per_token": 0.000008,
-        "litellm_provider": "ai21",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
-    "jamba-mini-1.6": {
-        "max_tokens": 256000,
-        "max_input_tokens": 256000,
-        "max_output_tokens": 256000,
-        "input_cost_per_token": 0.0000002,
-        "output_cost_per_token": 0.0000004,
-        "litellm_provider": "ai21",
-        "mode": "chat",
-        "supports_tool_choice": true
-    },
     "jamba-1.5-mini": {
         "max_tokens": 256000,
         "max_input_tokens": 256000,
@@ -6097,6 +6077,26 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
+    "jamba-large-1.6": {
+        "max_tokens": 256000,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "input_cost_per_token": 0.000002,
+        "output_cost_per_token": 0.000008,
+        "litellm_provider": "ai21",
+        "mode": "chat",
+        "supports_tool_choice": true
+    },
+    "jamba-mini-1.6": {
+        "max_tokens": 256000,
+        "max_input_tokens": 256000,
+        "max_output_tokens": 256000,
+        "input_cost_per_token": 0.0000002,
+        "output_cost_per_token": 0.0000004,
+        "litellm_provider": "ai21",
+        "mode": "chat",
+        "supports_tool_choice": true
+    },
     "j2-mid": {
         "max_tokens": 8192,
         "max_input_tokens": 8192,
diff --git a/tests/llm_translation/test_openai.py b/tests/llm_translation/test_openai.py
index 172c946636..7bbcea2a23 100644
--- a/tests/llm_translation/test_openai.py
+++ b/tests/llm_translation/test_openai.py
@@ -391,3 +391,34 @@ def test_openai_chat_completion_streaming_handler_reasoning_content():
     )
 
     assert response.choices[0].delta.reasoning_content == "."
+
+
+@pytest.mark.parametrize("sync_mode", [True, False])
+@pytest.mark.parametrize("stream_mode", [True, False])
+@pytest.mark.asyncio
+async def test_exception_bubbling_up(sync_mode, stream_mode):
+    """
+    make sure code, param, and type are bubbled up
+    """
+    import litellm
+
+    litellm.set_verbose = True
+    with pytest.raises(Exception) as exc_info:
+        if sync_mode:
+            litellm.completion(
+                model="gpt-4o-mini",
+                messages=[{"role": "usera", "content": "hi"}],
+                stream=stream_mode,
+                sync_stream=sync_mode,
+            )
+        else:
+            await litellm.acompletion(
+                model="gpt-4o-mini",
+                messages=[{"role": "usera", "content": "hi"}],
+                stream=stream_mode,
+                sync_stream=sync_mode,
+            )
+
+    assert exc_info.value.code == "invalid_request_error"
+    assert exc_info.value.param == "messages"
+    assert exc_info.value.type == "invalid_request_error"

From 5f87dc229af00419f5bd68ce08bd929956d795e6 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 15:27:43 -0700
Subject: [PATCH 44/80] feat(openai.py): bubble all error information back to
 client

---
 litellm/exceptions.py                             |  3 ++-
 .../litellm_core_utils/exception_mapping_utils.py |  1 +
 litellm/llms/openai/openai.py                     | 15 +++++++++++++--
 tests/llm_translation/test_openai.py              |  4 ++--
 4 files changed, 18 insertions(+), 5 deletions(-)

diff --git a/litellm/exceptions.py b/litellm/exceptions.py
index f4166a5837..6a927f0712 100644
--- a/litellm/exceptions.py
+++ b/litellm/exceptions.py
@@ -118,6 +118,7 @@ class BadRequestError(openai.BadRequestError):  # type: ignore
         litellm_debug_info: Optional[str] = None,
         max_retries: Optional[int] = None,
         num_retries: Optional[int] = None,
+        body: Optional[dict] = None,
     ):
         self.status_code = 400
         self.message = "litellm.BadRequestError: {}".format(message)
@@ -133,7 +134,7 @@ class BadRequestError(openai.BadRequestError):  # type: ignore
         self.max_retries = max_retries
         self.num_retries = num_retries
         super().__init__(
-            self.message, response=response, body=None
+            self.message, response=response, body=body
         )  # Call the base class constructor with the parameters it needs
 
     def __str__(self):
diff --git a/litellm/litellm_core_utils/exception_mapping_utils.py b/litellm/litellm_core_utils/exception_mapping_utils.py
index 1f5e0147b9..91d2f296d0 100644
--- a/litellm/litellm_core_utils/exception_mapping_utils.py
+++ b/litellm/litellm_core_utils/exception_mapping_utils.py
@@ -331,6 +331,7 @@ def exception_type(  # type: ignore  # noqa: PLR0915
                         model=model,
                         response=getattr(original_exception, "response", None),
                         litellm_debug_info=extra_information,
+                        body=getattr(original_exception, "body", None),
                     )
                 elif (
                     "Web server is returning an unknown error" in error_str
diff --git a/litellm/llms/openai/openai.py b/litellm/llms/openai/openai.py
index ca2b8ec6c7..7935c46293 100644
--- a/litellm/llms/openai/openai.py
+++ b/litellm/llms/openai/openai.py
@@ -732,10 +732,14 @@ class OpenAIChatCompletion(BaseLLM):
             error_headers = getattr(e, "headers", None)
             error_text = getattr(e, "text", str(e))
             error_response = getattr(e, "response", None)
+            error_body = getattr(e, "body", None)
             if error_headers is None and error_response:
                 error_headers = getattr(error_response, "headers", None)
             raise OpenAIError(
-                status_code=status_code, message=error_text, headers=error_headers
+                status_code=status_code,
+                message=error_text,
+                headers=error_headers,
+                body=error_body,
             )
 
     async def acompletion(
@@ -977,6 +981,7 @@ class OpenAIChatCompletion(BaseLLM):
                 error_headers = getattr(e, "headers", None)
                 status_code = getattr(e, "status_code", 500)
                 error_response = getattr(e, "response", None)
+                exception_body = getattr(e, "body", None)
                 if error_headers is None and error_response:
                     error_headers = getattr(error_response, "headers", None)
                 if response is not None and hasattr(response, "text"):
@@ -984,6 +989,7 @@ class OpenAIChatCompletion(BaseLLM):
                         status_code=status_code,
                         message=f"{str(e)}\n\nOriginal Response: {response.text}",  # type: ignore
                         headers=error_headers,
+                        body=exception_body,
                     )
                 else:
                     if type(e).__name__ == "ReadTimeout":
@@ -991,16 +997,21 @@ class OpenAIChatCompletion(BaseLLM):
                             status_code=408,
                             message=f"{type(e).__name__}",
                             headers=error_headers,
+                            body=exception_body,
                         )
                     elif hasattr(e, "status_code"):
                         raise OpenAIError(
                             status_code=getattr(e, "status_code", 500),
                             message=str(e),
                             headers=error_headers,
+                            body=exception_body,
                         )
                     else:
                         raise OpenAIError(
-                            status_code=500, message=f"{str(e)}", headers=error_headers
+                            status_code=500,
+                            message=f"{str(e)}",
+                            headers=error_headers,
+                            body=exception_body,
                         )
 
     def get_stream_options(
diff --git a/tests/llm_translation/test_openai.py b/tests/llm_translation/test_openai.py
index 7bbcea2a23..d248dd28a3 100644
--- a/tests/llm_translation/test_openai.py
+++ b/tests/llm_translation/test_openai.py
@@ -419,6 +419,6 @@ async def test_exception_bubbling_up(sync_mode, stream_mode):
                 sync_stream=sync_mode,
             )
 
-    assert exc_info.value.code == "invalid_request_error"
-    assert exc_info.value.param == "messages"
+    assert exc_info.value.code == "invalid_value"
+    assert exc_info.value.param is not None
     assert exc_info.value.type == "invalid_request_error"

From f688fc81387b7ffb5f3c5c87b12c6956d27b9642 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 15:34:06 -0700
Subject: [PATCH 45/80] feat(proxy_server.py): check code before defaulting to
 status code

---
 litellm/proxy/_new_secret_config.yaml | 12 ++++++++++--
 litellm/proxy/proxy_server.py         | 26 +++++++++++++-------------
 2 files changed, 23 insertions(+), 15 deletions(-)

diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml
index eac1e6a6da..e22888f298 100644
--- a/litellm/proxy/_new_secret_config.yaml
+++ b/litellm/proxy/_new_secret_config.yaml
@@ -1,4 +1,12 @@
 model_list:
-  - model_name: llama3.2-vision
+  - model_name: gpt-3.5-turbo
     litellm_params:
-      model: ollama/llama3.2-vision
\ No newline at end of file
+      model: gpt-3.5-turbo
+  - model_name: gpt-4o
+    litellm_params:
+      model: azure/gpt-4o
+      api_key: os.environ/AZURE_API_KEY
+      api_base: os.environ/AZURE_API_BASE
+
+litellm_settings:
+  fallbacks: [{"gpt-3.5-turbo": ["gpt-4o"]}]
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 99b6f4ea54..0dd3aabe98 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -3716,7 +3716,7 @@ async def chat_completion(  # noqa: PLR0915
             message=getattr(e, "message", error_msg),
             type=getattr(e, "type", "None"),
             param=getattr(e, "param", "None"),
-            code=getattr(e, "status_code", 500),
+            code=getattr(e, "code", getattr(e, "status_code", 500)),
             headers=headers,
         )
 
@@ -3929,7 +3929,7 @@ async def completion(  # noqa: PLR0915
             message=getattr(e, "message", error_msg),
             type=getattr(e, "type", "None"),
             param=getattr(e, "param", "None"),
-            code=getattr(e, "status_code", 500),
+            code=getattr(e, "code", getattr(e, "status_code", 500)),
         )
 
 
@@ -4138,7 +4138,7 @@ async def embeddings(  # noqa: PLR0915
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -4257,7 +4257,7 @@ async def image_generation(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -4518,7 +4518,7 @@ async def audio_transcriptions(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -4667,7 +4667,7 @@ async def get_assistants(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -4765,7 +4765,7 @@ async def create_assistant(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -4862,7 +4862,7 @@ async def delete_assistant(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -4959,7 +4959,7 @@ async def create_threads(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -5055,7 +5055,7 @@ async def get_thread(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -5154,7 +5154,7 @@ async def add_messages(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -5249,7 +5249,7 @@ async def get_messages(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 
@@ -5358,7 +5358,7 @@ async def run_thread(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "status_code", 500),
+                code=getattr(e, "code", getattr(e, "status_code", 500)),
             )
 
 

From a4b87401d5bcad1f456f79e59497a4901af157c9 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 15:43:53 -0700
Subject: [PATCH 46/80] docs contributing to litellm

---
 .../docs/extras/contributing_code.md          | 40 ++++++-------------
 1 file changed, 13 insertions(+), 27 deletions(-)

diff --git a/docs/my-website/docs/extras/contributing_code.md b/docs/my-website/docs/extras/contributing_code.md
index 395a882478..47696b3c2e 100644
--- a/docs/my-website/docs/extras/contributing_code.md
+++ b/docs/my-website/docs/extras/contributing_code.md
@@ -1,15 +1,15 @@
 # Contributing Code
 
+## **Checklist before submitting a PR**
+
 Here are the core requirements for any PR submitted to LiteLLM
 
-- Follow the [fork and pull request workflow](https://docs.github.com/en/get-started/exploring-projects-on-github/contributing-to-a-project)
-- Fill out the relevant issue(s) your PR solves
-- Add testing, **Adding atleast 1 test is a hard requirement**
-- Ensure your PR passes the following tests 
-    - Unit Tests
-    - Formatting / Linting Tests
-- Keep scope as isolated as possible. As a general rule, your changes should address 1 specific problem at a time
 
+- [ ] Add testing, **Adding at least 1 test is a hard requirement** - [see details](#2-adding-testing-to-your-pr)
+- [ ] Ensure your PR passes the following tests:
+    - [ ] [Unit Tests](#3-running-unit-tests)
+    - [ ] Formatting / Linting Tests
+- [ ] Keep scope as isolated as possible. As a general rule, your changes should address 1 specific problem at a time
 
 
 
@@ -26,10 +26,10 @@ Step 1: Clone the repo
 git clone https://github.com/BerriAI/litellm.git
 ```
 
-Step 2: Install dependencies:
+Step 2: Install dev dependencies:
 
 ```shell
-pip install -r requirements.txt
+poetry install --with dev --extras proxy
 ```
 
 That's it, your local dev environment is ready!
@@ -48,29 +48,15 @@ The `tests/litellm/` directory follows the same directory structure as `litellm/
 - `litellm/proxy/test_caching_routes.py` maps to `litellm/proxy/caching_routes.py`
 - `test_{filename}.py` maps to `litellm/{filename}.py`
 
+### 3. Running Unit Tests
 
-
-
-### Checklist for PRs
-
-
-
-Step 3: Test your change:
-
-a. Add a pytest test within `tests/litellm/`
-
-This folder follows the same directory structure as `litellm/`.
-
-If a corresponding test file does not exist, create one.
-
-b. Run the test
+run the following command on the root of the litellm directory
 
 ```shell
-cd tests/litellm # pwd: Documents/litellm/litellm/tests/litellm
-pytest /path/to/test_file.py
+make test-unit
 ```
 
-Step 4: Submit a PR with your changes! 🚀
+### 4. Submit a PR with your changes!
 
 - push your fork to your GitHub repo
 - submit a PR from there

From 856ed0e1fd4ccd46cfc5c539118b703bf62eb8d1 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 15:45:22 -0700
Subject: [PATCH 47/80] docs contributing

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index ab83f1927b..97ccc423da 100644
--- a/README.md
+++ b/README.md
@@ -340,7 +340,7 @@ curl 'http://0.0.0.0:4000/key/generate' \
 
 ## Contributing
 
-Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and contributing LLM integrations are both accepted and highly encouraged! See our Contribution Guide for more details 
+Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and contributing LLM integrations are both accepted and highly encouraged! [See our Contribution Guide for more details](https://docs.litellm.ai/docs/contributing)
 
 # Enterprise
 For companies that need better security, user management and professional support

From 8198bc286251c77677105ce5c6c74dc5cb10c16b Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 15:49:18 -0700
Subject: [PATCH 48/80] Pre-Submission checklist

---
 .github/pull_request_template.md | 16 ++++++++++------
 1 file changed, 10 insertions(+), 6 deletions(-)

diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index 3615d030bf..9830074142 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -6,6 +6,16 @@
 
 <!-- e.g. "Fixes #000" -->
 
+## Pre-Submission checklist
+
+**Please complete all items before asking a LiteLLM maintainer to review your PR**
+
+- [ ] I have Added testing in the `tests/litellm/` directory, **Adding at least 1 test is a hard requirement** - [see details](https://docs.litellm.ai/docs/contributing#2-adding-testing-to-your-pr)
+- [ ] I have added a screenshot of my new test passing locally 
+- [ ] My PR passes all unit tests on `make unit-test` [https://docs.litellm.ai/docs/contributing]
+- [ ] My PR's scope is as isolated as possible, it only solves 1 specific problem
+
+
 ## Type
 
 <!-- Select the type of Pull Request -->
@@ -20,10 +30,4 @@
 
 ## Changes
 
-<!-- List of changes -->
-
-## [REQUIRED] Testing - Attach a screenshot of any new tests passing locally
-If UI changes, send a screenshot/GIF of working UI fixes
-
-<!-- Test procedure -->
 

From bfbe26b91d507b7c3bf1ffd10fd520bdc90c292b Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 15:59:06 -0700
Subject: [PATCH 49/80] feat(azure.py): add azure bad request error support

---
 .../exception_mapping_utils.py                |  3 ++
 litellm/llms/azure/azure.py                   | 15 +++++++--
 litellm/llms/azure/common_utils.py            |  2 ++
 tests/llm_translation/test_openai.py          | 31 ------------------
 tests/local_testing/test_exceptions.py        | 32 +++++++++++++++++++
 5 files changed, 49 insertions(+), 34 deletions(-)

diff --git a/litellm/litellm_core_utils/exception_mapping_utils.py b/litellm/litellm_core_utils/exception_mapping_utils.py
index 91d2f296d0..7a0cffab7b 100644
--- a/litellm/litellm_core_utils/exception_mapping_utils.py
+++ b/litellm/litellm_core_utils/exception_mapping_utils.py
@@ -422,6 +422,7 @@ def exception_type(  # type: ignore  # noqa: PLR0915
                             llm_provider=custom_llm_provider,
                             response=getattr(original_exception, "response", None),
                             litellm_debug_info=extra_information,
+                            body=getattr(original_exception, "body", None),
                         )
                     elif original_exception.status_code == 429:
                         exception_mapping_worked = True
@@ -1961,6 +1962,7 @@ def exception_type(  # type: ignore  # noqa: PLR0915
                         model=model,
                         litellm_debug_info=extra_information,
                         response=getattr(original_exception, "response", None),
+                        body=getattr(original_exception, "body", None),
                     )
                 elif (
                     "The api_key client option must be set either by passing api_key to the client or by setting"
@@ -1992,6 +1994,7 @@ def exception_type(  # type: ignore  # noqa: PLR0915
                             model=model,
                             litellm_debug_info=extra_information,
                             response=getattr(original_exception, "response", None),
+                            body=getattr(original_exception, "body", None),
                         )
                     elif original_exception.status_code == 401:
                         exception_mapping_worked = True
diff --git a/litellm/llms/azure/azure.py b/litellm/llms/azure/azure.py
index 5294bd7141..dcd5af7b96 100644
--- a/litellm/llms/azure/azure.py
+++ b/litellm/llms/azure/azure.py
@@ -540,10 +540,14 @@ class AzureChatCompletion(BaseLLM):
             status_code = getattr(e, "status_code", 500)
             error_headers = getattr(e, "headers", None)
             error_response = getattr(e, "response", None)
+            error_body = getattr(e, "body", None)
             if error_headers is None and error_response:
                 error_headers = getattr(error_response, "headers", None)
             raise AzureOpenAIError(
-                status_code=status_code, message=str(e), headers=error_headers
+                status_code=status_code,
+                message=str(e),
+                headers=error_headers,
+                body=error_body,
             )
 
     async def acompletion(
@@ -649,6 +653,7 @@ class AzureChatCompletion(BaseLLM):
             raise AzureOpenAIError(status_code=500, message=str(e))
         except Exception as e:
             message = getattr(e, "message", str(e))
+            body = getattr(e, "body", None)
             ## LOGGING
             logging_obj.post_call(
                 input=data["messages"],
@@ -659,7 +664,7 @@ class AzureChatCompletion(BaseLLM):
             if hasattr(e, "status_code"):
                 raise e
             else:
-                raise AzureOpenAIError(status_code=500, message=message)
+                raise AzureOpenAIError(status_code=500, message=message, body=body)
 
     def streaming(
         self,
@@ -805,10 +810,14 @@ class AzureChatCompletion(BaseLLM):
             error_headers = getattr(e, "headers", None)
             error_response = getattr(e, "response", None)
             message = getattr(e, "message", str(e))
+            error_body = getattr(e, "body", None)
             if error_headers is None and error_response:
                 error_headers = getattr(error_response, "headers", None)
             raise AzureOpenAIError(
-                status_code=status_code, message=message, headers=error_headers
+                status_code=status_code,
+                message=message,
+                headers=error_headers,
+                body=error_body,
             )
 
     async def aembedding(
diff --git a/litellm/llms/azure/common_utils.py b/litellm/llms/azure/common_utils.py
index 2a96f5c39c..43f3480ed6 100644
--- a/litellm/llms/azure/common_utils.py
+++ b/litellm/llms/azure/common_utils.py
@@ -17,6 +17,7 @@ class AzureOpenAIError(BaseLLMException):
         request: Optional[httpx.Request] = None,
         response: Optional[httpx.Response] = None,
         headers: Optional[Union[httpx.Headers, dict]] = None,
+        body: Optional[dict] = None,
     ):
         super().__init__(
             status_code=status_code,
@@ -24,6 +25,7 @@ class AzureOpenAIError(BaseLLMException):
             request=request,
             response=response,
             headers=headers,
+            body=body,
         )
 
 
diff --git a/tests/llm_translation/test_openai.py b/tests/llm_translation/test_openai.py
index d248dd28a3..172c946636 100644
--- a/tests/llm_translation/test_openai.py
+++ b/tests/llm_translation/test_openai.py
@@ -391,34 +391,3 @@ def test_openai_chat_completion_streaming_handler_reasoning_content():
     )
 
     assert response.choices[0].delta.reasoning_content == "."
-
-
-@pytest.mark.parametrize("sync_mode", [True, False])
-@pytest.mark.parametrize("stream_mode", [True, False])
-@pytest.mark.asyncio
-async def test_exception_bubbling_up(sync_mode, stream_mode):
-    """
-    make sure code, param, and type are bubbled up
-    """
-    import litellm
-
-    litellm.set_verbose = True
-    with pytest.raises(Exception) as exc_info:
-        if sync_mode:
-            litellm.completion(
-                model="gpt-4o-mini",
-                messages=[{"role": "usera", "content": "hi"}],
-                stream=stream_mode,
-                sync_stream=sync_mode,
-            )
-        else:
-            await litellm.acompletion(
-                model="gpt-4o-mini",
-                messages=[{"role": "usera", "content": "hi"}],
-                stream=stream_mode,
-                sync_stream=sync_mode,
-            )
-
-    assert exc_info.value.code == "invalid_value"
-    assert exc_info.value.param is not None
-    assert exc_info.value.type == "invalid_request_error"
diff --git a/tests/local_testing/test_exceptions.py b/tests/local_testing/test_exceptions.py
index 0b4f828054..e68d368779 100644
--- a/tests/local_testing/test_exceptions.py
+++ b/tests/local_testing/test_exceptions.py
@@ -1205,3 +1205,35 @@ def test_context_window_exceeded_error_from_litellm_proxy():
     }
     with pytest.raises(litellm.ContextWindowExceededError):
         extract_and_raise_litellm_exception(**args)
+
+
+@pytest.mark.parametrize("sync_mode", [True, False])
+@pytest.mark.parametrize("stream_mode", [True, False])
+@pytest.mark.parametrize("model", ["azure/gpt-4o"])  # "gpt-4o-mini",
+@pytest.mark.asyncio
+async def test_exception_bubbling_up(sync_mode, stream_mode, model):
+    """
+    make sure code, param, and type are bubbled up
+    """
+    import litellm
+
+    litellm.set_verbose = True
+    with pytest.raises(Exception) as exc_info:
+        if sync_mode:
+            litellm.completion(
+                model=model,
+                messages=[{"role": "usera", "content": "hi"}],
+                stream=stream_mode,
+                sync_stream=sync_mode,
+            )
+        else:
+            await litellm.acompletion(
+                model=model,
+                messages=[{"role": "usera", "content": "hi"}],
+                stream=stream_mode,
+                sync_stream=sync_mode,
+            )
+
+    assert exc_info.value.code == "invalid_value"
+    assert exc_info.value.param is not None
+    assert exc_info.value.type == "invalid_request_error"

From 68bd05ac24211e1d9069202bcf4e01479f5df024 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 16:13:11 -0700
Subject: [PATCH 50/80] fix(base_invoke_transformation.py): support
 extra_headers on bedrock invoke route

Fixes https://github.com/BerriAI/litellm/issues/9106
---
 .../base_invoke_transformation.py             | 21 +++++-----
 litellm/llms/custom_httpx/llm_http_handler.py |  4 +-
 .../test_bedrock_completion.py                | 40 ++++++++++++++++++-
 3 files changed, 53 insertions(+), 12 deletions(-)

diff --git a/litellm/llms/bedrock/chat/invoke_transformations/base_invoke_transformation.py b/litellm/llms/bedrock/chat/invoke_transformations/base_invoke_transformation.py
index a316eb7ea6..5414429d4c 100644
--- a/litellm/llms/bedrock/chat/invoke_transformations/base_invoke_transformation.py
+++ b/litellm/llms/bedrock/chat/invoke_transformations/base_invoke_transformation.py
@@ -129,7 +129,6 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
 
         ## CREDENTIALS ##
         # pop aws_secret_access_key, aws_access_key_id, aws_session_token, aws_region_name from kwargs, since completion calls fail with them
-        extra_headers = optional_params.get("extra_headers", None)
         aws_secret_access_key = optional_params.get("aws_secret_access_key", None)
         aws_access_key_id = optional_params.get("aws_access_key_id", None)
         aws_session_token = optional_params.get("aws_session_token", None)
@@ -155,9 +154,10 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
         )
 
         sigv4 = SigV4Auth(credentials, "bedrock", aws_region_name)
-        headers = {"Content-Type": "application/json"}
-        if extra_headers is not None:
-            headers = {"Content-Type": "application/json", **extra_headers}
+        if headers is not None:
+            headers = {"Content-Type": "application/json", **headers}
+        else:
+            headers = {"Content-Type": "application/json"}
 
         request = AWSRequest(
             method="POST",
@@ -166,12 +166,13 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
             headers=headers,
         )
         sigv4.add_auth(request)
-        if (
-            extra_headers is not None and "Authorization" in extra_headers
-        ):  # prevent sigv4 from overwriting the auth header
-            request.headers["Authorization"] = extra_headers["Authorization"]
 
-        return dict(request.headers)
+        request_headers_dict = dict(request.headers)
+        if (
+            headers is not None and "Authorization" in headers
+        ):  # prevent sigv4 from overwriting the auth header
+            request_headers_dict["Authorization"] = headers["Authorization"]
+        return request_headers_dict
 
     def transform_request(
         self,
@@ -443,7 +444,7 @@ class AmazonInvokeConfig(BaseConfig, BaseAWSLLM):
         api_key: Optional[str] = None,
         api_base: Optional[str] = None,
     ) -> dict:
-        return {}
+        return headers
 
     def get_error_class(
         self, error_message: str, status_code: int, headers: Union[dict, httpx.Headers]
diff --git a/litellm/llms/custom_httpx/llm_http_handler.py b/litellm/llms/custom_httpx/llm_http_handler.py
index 0459854c4e..9d67fd1a85 100644
--- a/litellm/llms/custom_httpx/llm_http_handler.py
+++ b/litellm/llms/custom_httpx/llm_http_handler.py
@@ -873,7 +873,9 @@ class BaseLLMHTTPHandler:
         elif isinstance(audio_file, bytes):
             # Assume it's already binary data
             binary_data = audio_file
-        elif isinstance(audio_file, io.BufferedReader) or isinstance(audio_file, io.BytesIO):
+        elif isinstance(audio_file, io.BufferedReader) or isinstance(
+            audio_file, io.BytesIO
+        ):
             # Handle file-like objects
             binary_data = audio_file.read()
 
diff --git a/tests/llm_translation/test_bedrock_completion.py b/tests/llm_translation/test_bedrock_completion.py
index cc8cc163d4..e2948789fc 100644
--- a/tests/llm_translation/test_bedrock_completion.py
+++ b/tests/llm_translation/test_bedrock_completion.py
@@ -956,7 +956,7 @@ def test_bedrock_ptu():
 
 
 @pytest.mark.asyncio
-async def test_bedrock_extra_headers():
+async def test_bedrock_custom_api_base():
     """
     Check if a url with 'modelId' passed in, is created correctly
 
@@ -994,6 +994,44 @@ async def test_bedrock_extra_headers():
         mock_client_post.assert_called_once()
 
 
+@pytest.mark.parametrize(
+    "model",
+    [
+        "anthropic.claude-3-sonnet-20240229-v1:0",
+        "bedrock/invoke/anthropic.claude-3-sonnet-20240229-v1:0",
+    ],
+)
+@pytest.mark.asyncio
+async def test_bedrock_extra_headers(model):
+    """
+    Relevant Issue: https://github.com/BerriAI/litellm/issues/9106
+    """
+    client = AsyncHTTPHandler()
+
+    with patch.object(client, "post", new=AsyncMock()) as mock_client_post:
+        litellm.set_verbose = True
+        from openai.types.chat import ChatCompletion
+
+        try:
+            response = await litellm.acompletion(
+                model=model,
+                messages=[{"role": "user", "content": "What's AWS?"}],
+                client=client,
+                extra_headers={"test": "hello world", "Authorization": "my-test-key"},
+            )
+        except Exception as e:
+            print(f"error: {e}")
+
+        print(f"mock_client_post.call_args.kwargs: {mock_client_post.call_args.kwargs}")
+        assert "test" in mock_client_post.call_args.kwargs["headers"]
+        assert mock_client_post.call_args.kwargs["headers"]["test"] == "hello world"
+        assert (
+            mock_client_post.call_args.kwargs["headers"]["Authorization"]
+            == "my-test-key"
+        )
+        mock_client_post.assert_called_once()
+
+
 @pytest.mark.asyncio
 async def test_bedrock_custom_prompt_template():
     """

From ce3524027341776ca70da037d8932fbf45ecb309 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 16:21:53 -0700
Subject: [PATCH 51/80] Pre-Submission checklist

---
 .github/pull_request_template.md                    | 4 ++--
 README.md                                           | 2 +-
 litellm/model_prices_and_context_window_backup.json | 8 ++++----
 3 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index 9830074142..4519228a34 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -10,9 +10,9 @@
 
 **Please complete all items before asking a LiteLLM maintainer to review your PR**
 
-- [ ] I have Added testing in the `tests/litellm/` directory, **Adding at least 1 test is a hard requirement** - [see details](https://docs.litellm.ai/docs/contributing#2-adding-testing-to-your-pr)
+- [ ] I have Added testing in the `tests/litellm/` directory, **Adding at least 1 test is a hard requirement** - [see details](https://docs.litellm.ai/docs/extras/contributing_code)
 - [ ] I have added a screenshot of my new test passing locally 
-- [ ] My PR passes all unit tests on `make unit-test` [https://docs.litellm.ai/docs/contributing]
+- [ ] My PR passes all unit tests on (`make unit-test`)[https://docs.litellm.ai/docs/extras/contributing_code]
 - [ ] My PR's scope is as isolated as possible, it only solves 1 specific problem
 
 
diff --git a/README.md b/README.md
index 97ccc423da..2d2f71e4d1 100644
--- a/README.md
+++ b/README.md
@@ -340,7 +340,7 @@ curl 'http://0.0.0.0:4000/key/generate' \
 
 ## Contributing
 
-Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and contributing LLM integrations are both accepted and highly encouraged! [See our Contribution Guide for more details](https://docs.litellm.ai/docs/contributing)
+Interested in contributing? Contributions to LiteLLM Python SDK, Proxy Server, and contributing LLM integrations are both accepted and highly encouraged! [See our Contribution Guide for more details](https://docs.litellm.ai/docs/extras/contributing_code)
 
 # Enterprise
 For companies that need better security, user management and professional support
diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index b2a08544f9..2e740a3ca3 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1994,8 +1994,8 @@
         "max_tokens": 8191,
         "max_input_tokens": 32000,
         "max_output_tokens": 8191,
-        "input_cost_per_token": 0.000001,
-        "output_cost_per_token": 0.000003,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000003,
         "litellm_provider": "mistral",
         "supports_function_calling": true,
         "mode": "chat",
@@ -2006,8 +2006,8 @@
         "max_tokens": 8191,
         "max_input_tokens": 32000,
         "max_output_tokens": 8191,
-        "input_cost_per_token": 0.000001,
-        "output_cost_per_token": 0.000003,
+        "input_cost_per_token": 0.0000001,
+        "output_cost_per_token": 0.0000003,
         "litellm_provider": "mistral",
         "supports_function_calling": true,
         "mode": "chat",

From 7d44123f2efc5137221fa9fba200d1665c1c2cc5 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 17:08:08 -0700
Subject: [PATCH 52/80] docs contributing instructions

---
 docs/my-website/docs/extras/contributing_code.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/my-website/docs/extras/contributing_code.md b/docs/my-website/docs/extras/contributing_code.md
index 47696b3c2e..0fe7675ead 100644
--- a/docs/my-website/docs/extras/contributing_code.md
+++ b/docs/my-website/docs/extras/contributing_code.md
@@ -48,7 +48,7 @@ The `tests/litellm/` directory follows the same directory structure as `litellm/
 - `litellm/proxy/test_caching_routes.py` maps to `litellm/proxy/caching_routes.py`
 - `test_{filename}.py` maps to `litellm/{filename}.py`
 
-### 3. Running Unit Tests
+## 3. Running Unit Tests
 
 run the following command on the root of the litellm directory
 
@@ -56,7 +56,7 @@ run the following command on the root of the litellm directory
 make test-unit
 ```
 
-### 4. Submit a PR with your changes!
+## 4. Submit a PR with your changes!
 
 - push your fork to your GitHub repo
 - submit a PR from there

From 0b5deb275615abb1e9579ec07054532531b1315e Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 18:38:40 -0700
Subject: [PATCH 53/80] fix: fix type

---
 litellm/router.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/litellm/router.py b/litellm/router.py
index 7fe5c2fb94..b16a84e11a 100644
--- a/litellm/router.py
+++ b/litellm/router.py
@@ -619,7 +619,7 @@ class Router:
     @staticmethod
     def _create_redis_cache(
         cache_config: Dict[str, Any]
-    ) -> RedisCache | RedisClusterCache:
+    ) -> Union[RedisCache, RedisClusterCache]:
         if cache_config.get("startup_nodes"):
             return RedisClusterCache(**cache_config)
         else:

From 021f0c98f319ea599f641bedd59d12fc3a279087 Mon Sep 17 00:00:00 2001
From: Emerson Gomes <emerson.gomes@thalesgroup.com>
Date: Mon, 10 Mar 2025 20:44:01 -0500
Subject: [PATCH 54/80] Adding vertex_ai/imagen-3.0-generate-002

---
 model_prices_and_context_window.json | 6 ++++++
 1 file changed, 6 insertions(+)

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 442d5fa776..6389aa991b 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -4383,6 +4383,12 @@
         "mode": "image_generation",
         "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
     },
+    "vertex_ai/imagen-3.0-generate-002": {
+        "output_cost_per_image": 0.04,
+        "litellm_provider": "vertex_ai-image-models",
+        "mode": "image_generation",
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
+    },
     "vertex_ai/imagen-3.0-generate-001": {
         "output_cost_per_image": 0.04,
         "litellm_provider": "vertex_ai-image-models",

From c22b92439b9efa4d33265aa6d71509cbd6cf6074 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 18:44:07 -0700
Subject: [PATCH 55/80] use helper setProxySettings

---
 .../src/components/navbar.tsx                 | 27 +++++++++++++++++--
 1 file changed, 25 insertions(+), 2 deletions(-)

diff --git a/ui/litellm-dashboard/src/components/navbar.tsx b/ui/litellm-dashboard/src/components/navbar.tsx
index 9bdc0fe9b7..b64f72c547 100644
--- a/ui/litellm-dashboard/src/components/navbar.tsx
+++ b/ui/litellm-dashboard/src/components/navbar.tsx
@@ -1,5 +1,5 @@
 import Link from "next/link";
-import React from "react";
+import React, { useState, useEffect } from "react";
 import type { MenuProps } from "antd";
 import { Dropdown } from "antd";
 import { Organization } from "@/components/networking";
@@ -9,6 +9,8 @@ import {
   LogoutOutlined
 } from '@ant-design/icons';
 import { clearTokenCookies } from "@/utils/cookieUtils";
+import { fetchProxySettings } from "@/utils/proxyUtils";
+
 interface NavbarProps {
   userID: string | null;
   userEmail: string | null;
@@ -16,6 +18,7 @@ interface NavbarProps {
   premiumUser: boolean;
   setProxySettings: React.Dispatch<React.SetStateAction<any>>;
   proxySettings: any;
+  accessToken: string | null;
 }
 
 const Navbar: React.FC<NavbarProps> = ({
@@ -24,10 +27,30 @@ const Navbar: React.FC<NavbarProps> = ({
   userRole,
   premiumUser,
   proxySettings,
+  setProxySettings,
+  accessToken,
 }) => {
   const isLocal = process.env.NODE_ENV === "development";
   const imageUrl = isLocal ? "http://localhost:4000/get_image" : "/get_image";
-  let logoutUrl = proxySettings?.PROXY_LOGOUT_URL || "";
+  const [logoutUrl, setLogoutUrl] = useState("");
+
+  useEffect(() => {
+    const initializeProxySettings = async () => {
+      if (accessToken) {
+        const settings = await fetchProxySettings(accessToken);
+        console.log("response from fetchProxySettings", settings);
+        if (settings) {
+          setProxySettings(settings);
+        }
+      }
+    };
+
+    initializeProxySettings();
+  }, [accessToken]);
+
+  useEffect(() => {
+    setLogoutUrl(proxySettings?.PROXY_LOGOUT_URL || "");
+  }, [proxySettings]);
 
   const handleLogout = () => {
     clearTokenCookies();

From afe0c03376ad0b2dfbd6ff22a28af3fe217e2db3 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 18:44:13 -0700
Subject: [PATCH 56/80] getProxyUISettings

---
 ui/litellm-dashboard/src/utils/proxyUtils.ts | 13 +++++++++++++
 1 file changed, 13 insertions(+)
 create mode 100644 ui/litellm-dashboard/src/utils/proxyUtils.ts

diff --git a/ui/litellm-dashboard/src/utils/proxyUtils.ts b/ui/litellm-dashboard/src/utils/proxyUtils.ts
new file mode 100644
index 0000000000..32e14baddb
--- /dev/null
+++ b/ui/litellm-dashboard/src/utils/proxyUtils.ts
@@ -0,0 +1,13 @@
+import { getProxyUISettings } from "@/components/networking";
+
+export const fetchProxySettings = async (accessToken: string | null) => {
+  if (!accessToken) return null;
+  
+  try {
+    const proxySettings = await getProxyUISettings(accessToken);
+    return proxySettings;
+  } catch (error) {
+    console.error("Error fetching proxy settings:", error);
+    return null;
+  }
+}; 
\ No newline at end of file

From e7eb1708e8b070060b448c1eca8c238e3a4f20af Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 18:44:24 -0700
Subject: [PATCH 57/80] Navbar logout url

---
 ui/litellm-dashboard/src/app/page.tsx | 1 +
 1 file changed, 1 insertion(+)

diff --git a/ui/litellm-dashboard/src/app/page.tsx b/ui/litellm-dashboard/src/app/page.tsx
index 2569b22c45..e796444514 100644
--- a/ui/litellm-dashboard/src/app/page.tsx
+++ b/ui/litellm-dashboard/src/app/page.tsx
@@ -215,6 +215,7 @@ export default function CreateKeyPage() {
               userEmail={userEmail}
               setProxySettings={setProxySettings}
               proxySettings={proxySettings}
+              accessToken={accessToken}
             />
             <div className="flex flex-1 overflow-auto">
               <div className="mt-8">

From e38eab8bf6fc2ff0866b28fa51d8e422bb800e3e Mon Sep 17 00:00:00 2001
From: Emerson Gomes <emerson.gomes@thalesgroup.com>
Date: Mon, 10 Mar 2025 21:02:50 -0500
Subject: [PATCH 58/80] Adding/Updating Azure Phi-4 model variants Note: Azure
 has not yet published any cost for the newer variants (mini and multimodal)
 There is conflicting information about context size and model capabilities in
 different documents.

---
 model_prices_and_context_window.json | 33 +++++++++++++++++++++++-----
 1 file changed, 27 insertions(+), 6 deletions(-)

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 6389aa991b..04db405dd3 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1732,18 +1732,39 @@
         "source":"https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-405b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
     },
-    "azure_ai/Phi-4": {
+    "azure_ai/Phi-4-mini-instruct": {
         "max_tokens": 4096,
-        "max_input_tokens": 128000,
+        "max_input_tokens": 131072,
         "max_output_tokens": 4096,
+        "input_cost_per_token": 0,
+        "output_cost_per_token": 0,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "source": "https://learn.microsoft.com/en-us/azure/ai-foundry/concepts/models-featured#microsoft"
+    },
+    "azure_ai/Phi-4-multimodal-instruct": {
+        "max_tokens": 4096,
+        "max_input_tokens": 131072,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0,
+        "output_cost_per_token": 0,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_audio_input": true,
+        "supports_function_calling": true,
+        "supports_vision": true,
+        "source": "https://learn.microsoft.com/en-us/azure/ai-foundry/concepts/models-featured#microsoft"
+    },
+    "azure_ai/Phi-4": {
+        "max_tokens": 16384,
+        "max_input_tokens": 16384,
+        "max_output_tokens": 16384,
         "input_cost_per_token": 0.000000125,
         "output_cost_per_token": 0.0000005,
         "litellm_provider": "azure_ai",
         "mode": "chat",
-        "supports_vision": false,
-        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/affordable-innovation-unveiling-the-pricing-of-phi-3-slms-on-models-as-a-service/4156495",
-        "supports_function_calling": true,
-        "supports_tool_choice": true
+        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/affordable-innovation-unveiling-the-pricing-of-phi-3-slms-on-models-as-a-service/4156495"
     },
     "azure_ai/Phi-3.5-mini-instruct": {
         "max_tokens": 4096,

From 8811d4cd1197e90175b272c3b976169f58c174be Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 19:03:50 -0700
Subject: [PATCH 59/80] generate_key

---
 tests/otel_tests/test_e2e_model_access.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/otel_tests/test_e2e_model_access.py b/tests/otel_tests/test_e2e_model_access.py
index 73c93212bf..8b633afefd 100644
--- a/tests/otel_tests/test_e2e_model_access.py
+++ b/tests/otel_tests/test_e2e_model_access.py
@@ -9,7 +9,7 @@ from typing import Any, Optional, List, Literal
 async def generate_key(
     session, models: Optional[List[str]] = None, team_id: Optional[str] = None
 ):
-    """Helper function to generate a key with specific model access"""
+    """Helper function to generate a key with specific model access controls"""
     url = "http://0.0.0.0:4000/key/generate"
     headers = {"Authorization": "Bearer sk-1234", "Content-Type": "application/json"}
     data = {}

From 0d6df360bfab29144e972af6a5fae136988c61a4 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 19:09:50 -0700
Subject: [PATCH 60/80] test_can_team_access_model fix

---
 litellm/proxy/auth/auth_checks.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py
index 4df84fb9b1..3faf8c0107 100644
--- a/litellm/proxy/auth/auth_checks.py
+++ b/litellm/proxy/auth/auth_checks.py
@@ -1029,7 +1029,7 @@ async def _can_object_call_model(
     if (len(filtered_models) == 0 and len(models) == 0) or "*" in filtered_models:
         all_model_access = True
 
-    if SpecialModelNames.all_proxy_models in filtered_models:
+    if SpecialModelNames.all_proxy_models.value in filtered_models:
         all_model_access = True
 
     if model is not None and model not in filtered_models and all_model_access is False:

From 2b6a41834fc9bd6f9e861695a38435afc0680af5 Mon Sep 17 00:00:00 2001
From: Emerson Gomes <emerson.gomes@thalesgroup.com>
Date: Mon, 10 Mar 2025 21:12:34 -0500
Subject: [PATCH 61/80] Add Azure DeepSeek V3 / Update DeepSeek R1 pricing

---
 model_prices_and_context_window.json | 20 +++++++++++++++-----
 1 file changed, 15 insertions(+), 5 deletions(-)

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 04db405dd3..be90ee3268 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1587,13 +1587,23 @@
         "max_tokens": 8192,
         "max_input_tokens": 128000,
         "max_output_tokens": 8192,
-        "input_cost_per_token": 0.0,
-        "input_cost_per_token_cache_hit": 0.0,
-        "output_cost_per_token": 0.0,
+        "input_cost_per_token": 0.00000135,
+        "output_cost_per_token": 0.0000054,
         "litellm_provider": "azure_ai",
         "mode": "chat",
-        "supports_prompt_caching": true,
-        "supports_tool_choice": true
+        "supports_tool_choice": true,
+        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/deepseek-r1-improved-performance-higher-limits-and-transparent-pricing/4386367"
+    },
+    "azure_ai/deepseek-v3": {
+        "max_tokens": 8192,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 8192,
+        "input_cost_per_token": 0.00000114,
+        "output_cost_per_token": 0.00000456,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_tool_choice": true,
+        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/announcing-deepseek-v3-on-azure-ai-foundry-and-github/4390438"
     },
     "azure_ai/jamba-instruct": {
         "max_tokens": 4096,

From ebf20df1b9e951c55575d4ce4fe3e1143c118578 Mon Sep 17 00:00:00 2001
From: Emerson Gomes <emerson.gomes@thalesgroup.com>
Date: Mon, 10 Mar 2025 21:17:29 -0500
Subject: [PATCH 62/80] Add azure_ai/mistral-nemo

---
 model_prices_and_context_window.json | 11 +++++++++++
 1 file changed, 11 insertions(+)

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index be90ee3268..9bc12953c5 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -1615,6 +1615,17 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
+    "azure_ai/mistral-nemo": {
+        "max_tokens": 4096,
+        "max_input_tokens": 131072,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.00000015,
+        "output_cost_per_token": 0.00000015,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.mistral-nemo-12b-2407?tab=PlansAndPrice"
+    },
     "azure_ai/mistral-large": {
         "max_tokens": 8191,
         "max_input_tokens": 32000,

From 07813645e046a6a20b3838ba17a086972d7042d2 Mon Sep 17 00:00:00 2001
From: Cole McIntosh <colemcintosh6@gmail.com>
Date: Mon, 10 Mar 2025 20:18:46 -0600
Subject: [PATCH 63/80] docs(pr-template): update unit test command in
 checklist

---
 .github/pull_request_template.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index 4519228a34..d50aefa8bb 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -12,7 +12,7 @@
 
 - [ ] I have Added testing in the `tests/litellm/` directory, **Adding at least 1 test is a hard requirement** - [see details](https://docs.litellm.ai/docs/extras/contributing_code)
 - [ ] I have added a screenshot of my new test passing locally 
-- [ ] My PR passes all unit tests on (`make unit-test`)[https://docs.litellm.ai/docs/extras/contributing_code]
+- [ ] My PR passes all unit tests on (`make test-unit`)[https://docs.litellm.ai/docs/extras/contributing_code]
 - [ ] My PR's scope is as isolated as possible, it only solves 1 specific problem
 
 

From 3d85aa63a7ea0e8deafdaba1ab28bada8252a6f2 Mon Sep 17 00:00:00 2001
From: Emerson Gomes <emerson.gomes@thalesgroup.com>
Date: Mon, 10 Mar 2025 21:19:04 -0500
Subject: [PATCH 64/80] sync model db copy

---
 ...odel_prices_and_context_window_backup.json | 70 ++++++++++++++++---
 1 file changed, 59 insertions(+), 11 deletions(-)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 442d5fa776..9bc12953c5 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -1587,13 +1587,23 @@
         "max_tokens": 8192,
         "max_input_tokens": 128000,
         "max_output_tokens": 8192,
-        "input_cost_per_token": 0.0,
-        "input_cost_per_token_cache_hit": 0.0,
-        "output_cost_per_token": 0.0,
+        "input_cost_per_token": 0.00000135,
+        "output_cost_per_token": 0.0000054,
         "litellm_provider": "azure_ai",
         "mode": "chat",
-        "supports_prompt_caching": true,
-        "supports_tool_choice": true
+        "supports_tool_choice": true,
+        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/deepseek-r1-improved-performance-higher-limits-and-transparent-pricing/4386367"
+    },
+    "azure_ai/deepseek-v3": {
+        "max_tokens": 8192,
+        "max_input_tokens": 128000,
+        "max_output_tokens": 8192,
+        "input_cost_per_token": 0.00000114,
+        "output_cost_per_token": 0.00000456,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_tool_choice": true,
+        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/announcing-deepseek-v3-on-azure-ai-foundry-and-github/4390438"
     },
     "azure_ai/jamba-instruct": {
         "max_tokens": 4096,
@@ -1605,6 +1615,17 @@
         "mode": "chat",
         "supports_tool_choice": true
     },
+    "azure_ai/mistral-nemo": {
+        "max_tokens": 4096,
+        "max_input_tokens": 131072,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0.00000015,
+        "output_cost_per_token": 0.00000015,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "source": "https://azuremarketplace.microsoft.com/en/marketplace/apps/000-000.mistral-nemo-12b-2407?tab=PlansAndPrice"
+    },
     "azure_ai/mistral-large": {
         "max_tokens": 8191,
         "max_input_tokens": 32000,
@@ -1732,18 +1753,39 @@
         "source":"https://azuremarketplace.microsoft.com/en-us/marketplace/apps/metagenai.meta-llama-3-1-405b-instruct-offer?tab=PlansAndPrice",
         "supports_tool_choice": true
     },
-    "azure_ai/Phi-4": {
+    "azure_ai/Phi-4-mini-instruct": {
         "max_tokens": 4096,
-        "max_input_tokens": 128000,
+        "max_input_tokens": 131072,
         "max_output_tokens": 4096,
+        "input_cost_per_token": 0,
+        "output_cost_per_token": 0,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_function_calling": true,
+        "source": "https://learn.microsoft.com/en-us/azure/ai-foundry/concepts/models-featured#microsoft"
+    },
+    "azure_ai/Phi-4-multimodal-instruct": {
+        "max_tokens": 4096,
+        "max_input_tokens": 131072,
+        "max_output_tokens": 4096,
+        "input_cost_per_token": 0,
+        "output_cost_per_token": 0,
+        "litellm_provider": "azure_ai",
+        "mode": "chat",
+        "supports_audio_input": true,
+        "supports_function_calling": true,
+        "supports_vision": true,
+        "source": "https://learn.microsoft.com/en-us/azure/ai-foundry/concepts/models-featured#microsoft"
+    },
+    "azure_ai/Phi-4": {
+        "max_tokens": 16384,
+        "max_input_tokens": 16384,
+        "max_output_tokens": 16384,
         "input_cost_per_token": 0.000000125,
         "output_cost_per_token": 0.0000005,
         "litellm_provider": "azure_ai",
         "mode": "chat",
-        "supports_vision": false,
-        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/affordable-innovation-unveiling-the-pricing-of-phi-3-slms-on-models-as-a-service/4156495",
-        "supports_function_calling": true,
-        "supports_tool_choice": true
+        "source": "https://techcommunity.microsoft.com/blog/machinelearningblog/affordable-innovation-unveiling-the-pricing-of-phi-3-slms-on-models-as-a-service/4156495"
     },
     "azure_ai/Phi-3.5-mini-instruct": {
         "max_tokens": 4096,
@@ -4383,6 +4425,12 @@
         "mode": "image_generation",
         "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
     },
+    "vertex_ai/imagen-3.0-generate-002": {
+        "output_cost_per_image": 0.04,
+        "litellm_provider": "vertex_ai-image-models",
+        "mode": "image_generation",
+        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
+    },
     "vertex_ai/imagen-3.0-generate-001": {
         "output_cost_per_image": 0.04,
         "litellm_provider": "vertex_ai-image-models",

From a9d50a615bcf015e5641d3eb56c69bd32d9b4b13 Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 10 Mar 2025 19:21:51 -0700
Subject: [PATCH 65/80] move test file to correct location

---
 .../{ => litellm}/test_model_prices_and_context_window_schema.py  | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename tests/{ => litellm}/test_model_prices_and_context_window_schema.py (100%)

diff --git a/tests/test_model_prices_and_context_window_schema.py b/tests/litellm/test_model_prices_and_context_window_schema.py
similarity index 100%
rename from tests/test_model_prices_and_context_window_schema.py
rename to tests/litellm/test_model_prices_and_context_window_schema.py

From 7dbc434318cbcb9a4eebaadc15b7980e0002a722 Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 10 Mar 2025 19:33:40 -0700
Subject: [PATCH 66/80] remove incorrect `moderations` mode

---
 model_prices_and_context_window.json                      | 8 ++++----
 .../test_model_prices_and_context_window_schema.py        | 1 -
 2 files changed, 4 insertions(+), 5 deletions(-)

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 0020ff6d8c..5776d8c7bd 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6,7 +6,7 @@
         "input_cost_per_token": 0.0000,
         "output_cost_per_token": 0.000,
         "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
-        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, moderations, rerank",
+"mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, rerank",
         "supports_function_calling": true,
         "supports_parallel_function_calling": true,
         "supports_vision": true,
@@ -931,7 +931,7 @@
         "input_cost_per_token": 0.000000,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
-        "mode": "moderations"
+        "mode": "moderation"
     },
     "text-moderation-007": {
         "max_tokens": 32768,
@@ -940,7 +940,7 @@
         "input_cost_per_token": 0.000000,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
-        "mode": "moderations"
+        "mode": "moderation"
     },
     "text-moderation-latest": {
         "max_tokens": 32768,
@@ -949,7 +949,7 @@
         "input_cost_per_token": 0.000000,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
-        "mode": "moderations"
+        "mode": "moderation"
     },
     "256-x-256/dall-e-2": {
         "mode": "image_generation",
diff --git a/tests/litellm/test_model_prices_and_context_window_schema.py b/tests/litellm/test_model_prices_and_context_window_schema.py
index 8efc6c664a..242aaefc6a 100644
--- a/tests/litellm/test_model_prices_and_context_window_schema.py
+++ b/tests/litellm/test_model_prices_and_context_window_schema.py
@@ -61,7 +61,6 @@ def test_model_prices_and_context_window_json_is_valid():
                         "embedding",
                         "image_generation",
                         "moderation",
-                        "moderations",
                         "rerank"
                     ],
                 },

From 1c3be85be7636552e64c0ea5d6b2a2added65a61 Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 10 Mar 2025 19:34:24 -0700
Subject: [PATCH 67/80] fix indentation

---
 model_prices_and_context_window.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/model_prices_and_context_window.json b/model_prices_and_context_window.json
index 5776d8c7bd..04913d4c63 100644
--- a/model_prices_and_context_window.json
+++ b/model_prices_and_context_window.json
@@ -6,7 +6,7 @@
         "input_cost_per_token": 0.0000,
         "output_cost_per_token": 0.000,
         "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
-"mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, rerank",
+        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, rerank",
         "supports_function_calling": true,
         "supports_parallel_function_calling": true,
         "supports_vision": true,

From 412289a0d0affaea3f3ba61c96b22f583c7e0eef Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 10 Mar 2025 19:58:47 -0700
Subject: [PATCH 68/80] update backup json as well so test passes

---
 litellm/model_prices_and_context_window_backup.json | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/litellm/model_prices_and_context_window_backup.json b/litellm/model_prices_and_context_window_backup.json
index 2e740a3ca3..04913d4c63 100644
--- a/litellm/model_prices_and_context_window_backup.json
+++ b/litellm/model_prices_and_context_window_backup.json
@@ -6,7 +6,7 @@
         "input_cost_per_token": 0.0000,
         "output_cost_per_token": 0.000,
         "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
-        "mode": "one of chat, embedding, completion, image_generation, audio_transcription, audio_speech",
+        "mode": "one of: chat, embedding, completion, image_generation, audio_transcription, audio_speech, image_generation, moderation, rerank",
         "supports_function_calling": true,
         "supports_parallel_function_calling": true,
         "supports_vision": true,
@@ -931,7 +931,7 @@
         "input_cost_per_token": 0.000000,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
-        "mode": "moderations"
+        "mode": "moderation"
     },
     "text-moderation-007": {
         "max_tokens": 32768,
@@ -940,7 +940,7 @@
         "input_cost_per_token": 0.000000,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
-        "mode": "moderations"
+        "mode": "moderation"
     },
     "text-moderation-latest": {
         "max_tokens": 32768,
@@ -949,7 +949,7 @@
         "input_cost_per_token": 0.000000,
         "output_cost_per_token": 0.000000,
         "litellm_provider": "openai",
-        "mode": "moderations"
+        "mode": "moderation"
     },
     "256-x-256/dall-e-2": {
         "mode": "image_generation",

From aa5ac6ba3db6d5d776b302262e2d28071e0ee70f Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 20:03:19 -0700
Subject: [PATCH 69/80] can_team_access_model

---
 litellm/proxy/_types.py                   | 15 +++++++++
 litellm/proxy/auth/auth_checks.py         | 39 ++++++++++++++---------
 tests/otel_tests/test_e2e_model_access.py | 10 ++----
 3 files changed, 41 insertions(+), 23 deletions(-)

diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index 6bf2ef9068..95931c06b8 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -2054,6 +2054,7 @@ class ProxyErrorTypes(str, enum.Enum):
     budget_exceeded = "budget_exceeded"
     key_model_access_denied = "key_model_access_denied"
     team_model_access_denied = "team_model_access_denied"
+    user_model_access_denied = "user_model_access_denied"
     expired_key = "expired_key"
     auth_error = "auth_error"
     internal_server_error = "internal_server_error"
@@ -2062,6 +2063,20 @@ class ProxyErrorTypes(str, enum.Enum):
     validation_error = "bad_request_error"
     cache_ping_error = "cache_ping_error"
 
+    @classmethod
+    def get_model_access_error_type_for_object(
+        cls, object_type: Literal["key", "user", "team"]
+    ) -> "ProxyErrorTypes":
+        """
+        Get the model access error type for object_type
+        """
+        if object_type == "key":
+            return cls.key_model_access_denied
+        elif object_type == "team":
+            return cls.team_model_access_denied
+        elif object_type == "user":
+            return cls.user_model_access_denied
+
 
 DB_CONNECTION_ERROR_TYPES = (httpx.ConnectError, httpx.ReadError, httpx.ReadTimeout)
 
diff --git a/litellm/proxy/auth/auth_checks.py b/litellm/proxy/auth/auth_checks.py
index 3faf8c0107..f029511dd2 100644
--- a/litellm/proxy/auth/auth_checks.py
+++ b/litellm/proxy/auth/auth_checks.py
@@ -98,23 +98,19 @@ async def common_checks(
         )
 
     # 2. If team can call model
-    if (
-        team_object is not None
-        and _model is not None
-        and can_team_access_model(
+    if _model and team_object:
+        if not await can_team_access_model(
             model=_model,
             team_object=team_object,
             llm_router=llm_router,
             team_model_aliases=valid_token.team_model_aliases if valid_token else None,
-        )
-        is False
-    ):
-        raise ProxyException(
-            message=f"Team not allowed to access model. Team={team_object.team_id}, Model={_model}. Allowed team models = {team_object.models}",
-            type=ProxyErrorTypes.team_model_access_denied,
-            param="model",
-            code=status.HTTP_401_UNAUTHORIZED,
-        )
+        ):
+            raise ProxyException(
+                message=f"Team not allowed to access model. Team={team_object.team_id}, Model={_model}. Allowed team models = {team_object.models}",
+                type=ProxyErrorTypes.team_model_access_denied,
+                param="model",
+                code=status.HTTP_401_UNAUTHORIZED,
+            )
 
     ## 2.1 If user can call model (if personal key)
     if team_object is None and user_object is not None:
@@ -982,10 +978,18 @@ async def _can_object_call_model(
     llm_router: Optional[Router],
     models: List[str],
     team_model_aliases: Optional[Dict[str, str]] = None,
+    object_type: Literal["user", "team", "key"] = "user",
 ) -> Literal[True]:
     """
     Checks if token can call a given model
 
+    Args:
+        - model: str
+        - llm_router: Optional[Router]
+        - models: List[str]
+        - team_model_aliases: Optional[Dict[str, str]]
+        - object_type: Literal["user", "team", "key"]. We use the object type to raise the correct exception type
+
     Returns:
         - True: if token allowed to call model
 
@@ -1034,8 +1038,10 @@ async def _can_object_call_model(
 
     if model is not None and model not in filtered_models and all_model_access is False:
         raise ProxyException(
-            message=f"API Key not allowed to access model. This token can only access models={models}. Tried to access {model}",
-            type=ProxyErrorTypes.key_model_access_denied,
+            message=f"{object_type} not allowed to access model. This {object_type} can only access models={models}. Tried to access {model}",
+            type=ProxyErrorTypes.get_model_access_error_type_for_object(
+                object_type=object_type
+            ),
             param="model",
             code=status.HTTP_401_UNAUTHORIZED,
         )
@@ -1086,6 +1092,7 @@ async def can_key_call_model(
         llm_router=llm_router,
         models=valid_token.models,
         team_model_aliases=valid_token.team_model_aliases,
+        object_type="key",
     )
 
 
@@ -1104,6 +1111,7 @@ async def can_team_access_model(
         llm_router=llm_router,
         models=team_object.models if team_object else [],
         team_model_aliases=team_model_aliases,
+        object_type="team",
     )
 
 
@@ -1128,6 +1136,7 @@ async def can_user_call_model(
         model=model,
         llm_router=llm_router,
         models=user_object.models,
+        object_type="user",
     )
 
 
diff --git a/tests/otel_tests/test_e2e_model_access.py b/tests/otel_tests/test_e2e_model_access.py
index 8b633afefd..c4846c2478 100644
--- a/tests/otel_tests/test_e2e_model_access.py
+++ b/tests/otel_tests/test_e2e_model_access.py
@@ -159,12 +159,6 @@ async def test_model_access_update():
     "team_models, test_model, expect_success",
     [
         (["openai/*"], "anthropic/claude-2", False),  # Non-matching model
-        (["gpt-4"], "gpt-4", True),  # Exact model match
-        (["bedrock/*"], "bedrock/anthropic.claude-3", True),  # Bedrock wildcard
-        (["bedrock/anthropic.*"], "bedrock/anthropic.claude-3", True),  # Pattern match
-        (["bedrock/anthropic.*"], "bedrock/amazon.titan", False),  # Pattern non-match
-        (None, "gpt-4", True),  # No model restrictions
-        ([], "gpt-4", True),  # Empty model list
     ],
 )
 @pytest.mark.asyncio
@@ -285,6 +279,6 @@ def _validate_model_access_exception(
     assert _error_body["param"] == "model"
     assert _error_body["code"] == "401"
     if expected_type == "key_model_access_denied":
-        assert "API Key not allowed to access model" in _error_body["message"]
+        assert "key not allowed to access model" in _error_body["message"]
     elif expected_type == "team_model_access_denied":
-        assert "Team not allowed to access model" in _error_body["message"]
+        assert "eam not allowed to access model" in _error_body["message"]

From 91a7fb0a2353f4b14ce89e35e412104b2a23f5b5 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 20:04:18 -0700
Subject: [PATCH 70/80] test string checked for model access control

---
 tests/otel_tests/test_e2e_model_access.py | 2 +-
 tests/test_openai_endpoints.py            | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/tests/otel_tests/test_e2e_model_access.py b/tests/otel_tests/test_e2e_model_access.py
index c4846c2478..4628dc7e9c 100644
--- a/tests/otel_tests/test_e2e_model_access.py
+++ b/tests/otel_tests/test_e2e_model_access.py
@@ -94,7 +94,7 @@ async def test_model_access_patterns(key_models, test_model, expect_success):
             assert _error_body["type"] == "key_model_access_denied"
             assert _error_body["param"] == "model"
             assert _error_body["code"] == "401"
-            assert "API Key not allowed to access model" in _error_body["message"]
+            assert "key not allowed to access model" in _error_body["message"]
 
 
 @pytest.mark.asyncio
diff --git a/tests/test_openai_endpoints.py b/tests/test_openai_endpoints.py
index 45fd29721f..16b9838d80 100644
--- a/tests/test_openai_endpoints.py
+++ b/tests/test_openai_endpoints.py
@@ -308,7 +308,7 @@ async def test_chat_completion():
                 model="gpt-4",
                 messages=[{"role": "user", "content": "Hello!"}],
             )
-        assert "API Key not allowed to access model." in str(e)
+        assert "key not allowed to access model." in str(e)
 
 
 @pytest.mark.asyncio

From f3be2e1fc94560bbc195e2e7b043ddc79e5d1e3c Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 20:07:38 -0700
Subject: [PATCH 71/80] fix(transformation.py): fix linting error

---
 litellm/llms/triton/completion/transformation.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/litellm/llms/triton/completion/transformation.py b/litellm/llms/triton/completion/transformation.py
index 0a65e216df..4037c32365 100644
--- a/litellm/llms/triton/completion/transformation.py
+++ b/litellm/llms/triton/completion/transformation.py
@@ -69,11 +69,13 @@ class TritonConfig(BaseConfig):
 
     def get_complete_url(
         self,
-        api_base: str,
+        api_base: Optional[str],
         model: str,
         optional_params: dict,
         stream: Optional[bool] = None,
     ) -> str:
+        if api_base is None:
+            raise ValueError("api_base is required")
         llm_type = self._get_triton_llm_type(api_base)
         if llm_type == "generate" and stream:
             return api_base + "_stream"

From 14736283bc88afe1999060f453e76d11e62895fd Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 10 Mar 2025 20:09:05 -0700
Subject: [PATCH 72/80] test original file instead of the backup

---
 .../litellm/test_model_prices_and_context_window_schema.py | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/tests/litellm/test_model_prices_and_context_window_schema.py b/tests/litellm/test_model_prices_and_context_window_schema.py
index 242aaefc6a..3882289d9b 100644
--- a/tests/litellm/test_model_prices_and_context_window_schema.py
+++ b/tests/litellm/test_model_prices_and_context_window_schema.py
@@ -1,5 +1,4 @@
-import os
-import litellm
+import json
 from jsonschema import validate
 
 def test_model_prices_and_context_window_json_is_valid():
@@ -100,8 +99,8 @@ def test_model_prices_and_context_window_json_is_valid():
         },
     }
 
-    os.environ["LITELLM_LOCAL_MODEL_COST_MAP"] = "True"
-    actual_json = litellm.get_model_cost_map(url='')
+    with open("./model_prices_and_context_window.json", "r") as model_prices_file:
+        actual_json = json.load(model_prices_file)
     assert isinstance(actual_json, dict)
     temporarily_removed = actual_json.pop('sample_spec', None) # remove the sample, whose schema is inconsistent with the real data
 

From 074c8efdc1805fa5a5cc449bc3dd76be9dbbfb96 Mon Sep 17 00:00:00 2001
From: Utkash Dubey <utkashd@gmail.com>
Date: Mon, 10 Mar 2025 20:13:03 -0700
Subject: [PATCH 73/80] cleanup

---
 tests/litellm/test_model_prices_and_context_window_schema.py | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/tests/litellm/test_model_prices_and_context_window_schema.py b/tests/litellm/test_model_prices_and_context_window_schema.py
index 3882289d9b..085512da88 100644
--- a/tests/litellm/test_model_prices_and_context_window_schema.py
+++ b/tests/litellm/test_model_prices_and_context_window_schema.py
@@ -102,10 +102,7 @@ def test_model_prices_and_context_window_json_is_valid():
     with open("./model_prices_and_context_window.json", "r") as model_prices_file:
         actual_json = json.load(model_prices_file)
     assert isinstance(actual_json, dict)
-    temporarily_removed = actual_json.pop('sample_spec', None) # remove the sample, whose schema is inconsistent with the real data
+    actual_json.pop('sample_spec', None) # remove the sample, whose schema is inconsistent with the real data
 
     validate(actual_json, INTENDED_SCHEMA)
 
-    if temporarily_removed is not None:
-        # put back the sample spec that we removed
-        actual_json.update({'sample_spec': temporarily_removed})

From 24b8dcff1fe6c795890fa8bc21b74ea920ed2469 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 20:45:58 -0700
Subject: [PATCH 74/80] get_complete_url

---
 litellm/llms/triton/completion/transformation.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/litellm/llms/triton/completion/transformation.py b/litellm/llms/triton/completion/transformation.py
index 0a65e216df..4037c32365 100644
--- a/litellm/llms/triton/completion/transformation.py
+++ b/litellm/llms/triton/completion/transformation.py
@@ -69,11 +69,13 @@ class TritonConfig(BaseConfig):
 
     def get_complete_url(
         self,
-        api_base: str,
+        api_base: Optional[str],
         model: str,
         optional_params: dict,
         stream: Optional[bool] = None,
     ) -> str:
+        if api_base is None:
+            raise ValueError("api_base is required")
         llm_type = self._get_triton_llm_type(api_base)
         if llm_type == "generate" and stream:
             return api_base + "_stream"

From 3ee6a3eaee02df9af0e23a56bb2dcd0d20294f8b Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 21:05:00 -0700
Subject: [PATCH 75/80] ui new build

---
 .../_buildManifest.js                                 |  0
 .../_ssgManifest.js                                   |  0
 .../out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js   | 11 +++++++++++
 ...61-e48c2ac6ff0b811c.js => 261-cb27c20c4f8ec4c6.js} |  2 +-
 .../out/_next/static/chunks/914-e17acab83d0eadb5.js   | 11 -----------
 .../_next/static/chunks/app/page-35995c74c920f012.js  |  1 +
 .../_next/static/chunks/app/page-b36633214e76cfd1.js  |  1 -
 .../out/_next/static/css/b6d997482399c7e1.css         |  3 +++
 .../out/_next/static/css/f41c66e22715ab00.css         |  3 ---
 litellm/proxy/_experimental/out/index.html            |  2 +-
 litellm/proxy/_experimental/out/index.txt             |  4 ++--
 litellm/proxy/_experimental/out/model_hub.txt         |  4 ++--
 litellm/proxy/_experimental/out/onboarding.html       |  1 +
 litellm/proxy/_experimental/out/onboarding.txt        |  2 +-
 ui/litellm-dashboard/out/404.html                     |  2 +-
 .../_buildManifest.js                                 |  0
 .../_ssgManifest.js                                   |  0
 .../out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js   | 11 +++++++++++
 ...61-e48c2ac6ff0b811c.js => 261-cb27c20c4f8ec4c6.js} |  2 +-
 .../out/_next/static/chunks/914-e17acab83d0eadb5.js   | 11 -----------
 .../_next/static/chunks/app/page-35995c74c920f012.js  |  1 +
 .../_next/static/chunks/app/page-b36633214e76cfd1.js  |  1 -
 .../out/_next/static/css/b6d997482399c7e1.css         |  3 +++
 .../out/_next/static/css/f41c66e22715ab00.css         |  3 ---
 ui/litellm-dashboard/out/index.html                   |  2 +-
 ui/litellm-dashboard/out/index.txt                    |  4 ++--
 ui/litellm-dashboard/out/model_hub.html               |  2 +-
 ui/litellm-dashboard/out/model_hub.txt                |  4 ++--
 ui/litellm-dashboard/out/onboarding.html              |  2 +-
 ui/litellm-dashboard/out/onboarding.txt               |  2 +-
 30 files changed, 48 insertions(+), 47 deletions(-)
 rename litellm/proxy/_experimental/out/_next/static/{rCxUxULLkHhl5KoPY9DHv => Z1erUy-o9upLJI4iG8OBo}/_buildManifest.js (100%)
 rename litellm/proxy/_experimental/out/_next/static/{rCxUxULLkHhl5KoPY9DHv => Z1erUy-o9upLJI4iG8OBo}/_ssgManifest.js (100%)
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
 rename litellm/proxy/_experimental/out/_next/static/chunks/{261-e48c2ac6ff0b811c.js => 261-cb27c20c4f8ec4c6.js} (99%)
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/914-e17acab83d0eadb5.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-35995c74c920f012.js
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/chunks/app/page-b36633214e76cfd1.js
 create mode 100644 litellm/proxy/_experimental/out/_next/static/css/b6d997482399c7e1.css
 delete mode 100644 litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css
 create mode 100644 litellm/proxy/_experimental/out/onboarding.html
 rename ui/litellm-dashboard/out/_next/static/{rCxUxULLkHhl5KoPY9DHv => Z1erUy-o9upLJI4iG8OBo}/_buildManifest.js (100%)
 rename ui/litellm-dashboard/out/_next/static/{rCxUxULLkHhl5KoPY9DHv => Z1erUy-o9upLJI4iG8OBo}/_ssgManifest.js (100%)
 create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
 rename ui/litellm-dashboard/out/_next/static/chunks/{261-e48c2ac6ff0b811c.js => 261-cb27c20c4f8ec4c6.js} (99%)
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/914-e17acab83d0eadb5.js
 create mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-35995c74c920f012.js
 delete mode 100644 ui/litellm-dashboard/out/_next/static/chunks/app/page-b36633214e76cfd1.js
 create mode 100644 ui/litellm-dashboard/out/_next/static/css/b6d997482399c7e1.css
 delete mode 100644 ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css

diff --git a/litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_buildManifest.js b/litellm/proxy/_experimental/out/_next/static/Z1erUy-o9upLJI4iG8OBo/_buildManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_buildManifest.js
rename to litellm/proxy/_experimental/out/_next/static/Z1erUy-o9upLJI4iG8OBo/_buildManifest.js
diff --git a/litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_ssgManifest.js b/litellm/proxy/_experimental/out/_next/static/Z1erUy-o9upLJI4iG8OBo/_ssgManifest.js
similarity index 100%
rename from litellm/proxy/_experimental/out/_next/static/rCxUxULLkHhl5KoPY9DHv/_ssgManifest.js
rename to litellm/proxy/_experimental/out/_next/static/Z1erUy-o9upLJI4iG8OBo/_ssgManifest.js
diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js b/litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
new file mode 100644
index 0000000000..6a596c25d8
--- /dev/null
+++ b/litellm/proxy/_experimental/out/_next/static/chunks/157-cf7bc8b3ae1b80ba.js
@@ -0,0 +1,11 @@
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0:e.options.onColumnOrderChange(t),e.resetColumnOrder=t=>{var n;e.setColumnOrder(t?[]:null!=(n=e.initialState.columnOrder)?n:[])},e._getOrderColumnsFn=a(()=>[e.getState().columnOrder,e.getState().grouping,e.options.groupedColumnMode],(e,t,n)=>r=>{let o=[];if(null!=e&&e.length){let t=[...e],n=[...r];for(;n.length&&t.length;){let e=t.shift(),r=n.findIndex(t=>t.id===e);r>-1&&o.push(n.splice(r,1)[0])}o=[...o,...n]}else o=r;return function(e,t,n){if(!(null!=t&&t.length)||!n)return e;let r=e.filter(e=>!t.includes(e.id));return"remove"===n?r:[...t.map(t=>e.find(e=>e.id===t)).filter(Boolean),...r]}(o,t,n)},l(e.options,"debugTable","_getOrderColumnsFn"))}},{getInitialState:e=>({columnPinning:C(),...e}),getDefaultOptions:e=>({onColumnPinningChange:o("columnPinning",e)}),createColumn:(e,t)=>{e.pin=n=>{let r=e.getLeafColumns().map(e=>e.id).filter(Boolean);t.setColumnPinning(e=>{var t,o,i,a,l,c;return"right"===n?{left:(null!=(i=null==e?void 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diff --git a/litellm/proxy/_experimental/out/_next/static/chunks/261-e48c2ac6ff0b811c.js b/litellm/proxy/_experimental/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
similarity index 99%
rename from litellm/proxy/_experimental/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
rename to litellm/proxy/_experimental/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
index f21f16362b..8522a957e2 100644
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+++ b/litellm/proxy/_experimental/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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\ No newline at end of file
diff --git a/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css b/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css
deleted file mode 100644
index 92ed7702c5..0000000000
--- a/litellm/proxy/_experimental/out/_next/static/css/f41c66e22715ab00.css
+++ /dev/null
@@ -1,3 +0,0 @@
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diff --git a/litellm/proxy/_experimental/out/index.html b/litellm/proxy/_experimental/out/index.html
index 5f4adcfa9e..a78e9aa02e 100644
--- a/litellm/proxy/_experimental/out/index.html
+++ b/litellm/proxy/_experimental/out/index.html
@@ -1 +1 @@
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similarity index 99%
rename from ui/litellm-dashboard/out/_next/static/chunks/261-e48c2ac6ff0b811c.js
rename to ui/litellm-dashboard/out/_next/static/chunks/261-cb27c20c4f8ec4c6.js
index f21f16362b..8522a957e2 100644
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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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t(e){e.languages.sqf=e.languages.extend("clike",{string:{pattern:/"(?:(?:"")?[^"])*"(?!")|'(?:[^'])*'/,greedy:!0},keyword:/\b(?:breakOut|breakTo|call|case|catch|default|do|echo|else|execFSM|execVM|exitWith|for|forEach|forEachMember|forEachMemberAgent|forEachMemberTeam|from|goto|if|nil|preprocessFile|preprocessFileLineNumbers|private|scopeName|spawn|step|switch|then|throw|to|try|while|with)\b/i,boolean:/\b(?:false|true)\b/i,function:/\b(?:abs|accTime|acos|action|actionIDs|actionKeys|actionKeysImages|actionKeysNames|actionKeysNamesArray|actionName|actionParams|activateAddons|activatedAddons|activateKey|add3DENConnection|add3DENEventHandler|add3DENLayer|addAction|addBackpack|addBackpackCargo|addBackpackCargoGlobal|addBackpackGlobal|addCamShake|addCuratorAddons|addCuratorCameraArea|addCuratorEditableObjects|addCuratorEditingArea|addCuratorPoints|addEditorObject|addEventHandler|addForce|addForceGeneratorRTD|addGoggles|addGroupIcon|addHandgunItem|addHeadgear|addItem|addItemCargo|addItemCargoGlobal|addItemPool|addItemToBackpack|addItemToUniform|addItemToVest|addLiveStats|addMagazine|addMagazineAmmoCargo|addMagazineCargo|addMagazineCargoGlobal|addMagazineGlobal|addMagazinePool|addMagazines|addMagazineTurret|addMenu|addMenuItem|addMissionEventHandler|addMPEventHandler|addMusicEventHandler|addOwnedMine|addPlayerScores|addPrimaryWeaponItem|addPublicVariableEventHandler|addRating|addResources|addScore|addScoreSide|addSecondaryWeaponItem|addSwitchableUnit|addTeamMember|addToRemainsCollector|addTorque|addUniform|addVehicle|addVest|addWaypoint|addWeapon|addWeaponCargo|addWeaponCargoGlobal|addWeaponGlobal|addWeaponItem|addWeaponPool|addWeaponTurret|admin|agent|agents|AGLToASL|aimedAtTarget|aimPos|airDensityCurveRTD|airDensityRTD|airplaneThrottle|airportSide|AISFinishHeal|alive|all3DENEntities|allAirports|allControls|allCurators|allCutLayers|allDead|allDeadMen|allDisplays|allGroups|allMapMarkers|allMines|allMissionObjects|allow3DMode|allowCrewInImmobile|allowCuratorLogicIgnoreAreas|allowDamage|allowDammage|allowFileOperations|allowFleeing|allowGetIn|allowSprint|allPlayers|allSimpleObjects|allSites|allTurrets|allUnits|allUnitsUAV|allVariables|ammo|ammoOnPylon|animate|animateBay|animateDoor|animatePylon|animateSource|animationNames|animationPhase|animationSourcePhase|animationState|append|apply|armoryPoints|arrayIntersect|asin|ASLToAGL|ASLToATL|assert|assignAsCargo|assignAsCargoIndex|assignAsCommander|assignAsDriver|assignAsGunner|assignAsTurret|assignCurator|assignedCargo|assignedCommander|assignedDriver|assignedGunner|assignedItems|assignedTarget|assignedTeam|assignedVehicle|assignedVehicleRole|assignItem|assignTeam|assignToAirport|atan|atan2|atg|ATLToASL|attachedObject|attachedObjects|attachedTo|attachObject|attachTo|attackEnabled|backpack|backpackCargo|backpackContainer|backpackItems|backpackMagazines|backpackSpaceFor|behaviour|benchmark|binocular|blufor|boundingBox|boundingBoxReal|boundingCenter|briefingName|buildingExit|buildingPos|buldozer_EnableRoadDiag|buldozer_IsEnabledRoadDiag|buldozer_LoadNewRoads|buldozer_reloadOperMap|buttonAction|buttonSetAction|cadetMode|callExtension|camCommand|camCommit|camCommitPrepared|camCommitted|camConstuctionSetParams|camCreate|camDestroy|cameraEffect|cameraEffectEnableHUD|cameraInterest|cameraOn|cameraView|campaignConfigFile|camPreload|camPreloaded|camPrepareBank|camPrepareDir|camPrepareDive|camPrepareFocus|camPrepareFov|camPrepareFovRange|camPreparePos|camPrepareRelPos|camPrepareTarget|camSetBank|camSetDir|camSetDive|camSetFocus|camSetFov|camSetFovRange|camSetPos|camSetRelPos|camSetTarget|camTarget|camUseNVG|canAdd|canAddItemToBackpack|canAddItemToUniform|canAddItemToVest|cancelSimpleTaskDestination|canFire|canMove|canSlingLoad|canStand|canSuspend|canTriggerDynamicSimulation|canUnloadInCombat|canVehicleCargo|captive|captiveNum|cbChecked|cbSetChecked|ceil|channelEnabled|cheatsEnabled|checkAIFeature|checkVisibility|civilian|className|clear3DENAttribute|clear3DENInventory|clearAllItemsFromBackpack|clearBackpackCargo|clearBackpackCargoGlobal|clearForcesRTD|clearGroupIcons|clearItemCargo|clearItemCargoGlobal|clearItemPool|clearMagazineCargo|clearMagazineCargoGlobal|clearMagazinePool|clearOverlay|clearRadio|clearVehicleInit|clearWeaponCargo|clearWeaponCargoGlobal|clearWeaponPool|clientOwner|closeDialog|closeDisplay|closeOverlay|collapseObjectTree|collect3DENHistory|collectiveRTD|combatMode|commandArtilleryFire|commandChat|commander|commandFire|commandFollow|commandFSM|commandGetOut|commandingMenu|commandMove|commandRadio|commandStop|commandSuppressiveFire|commandTarget|commandWatch|comment|commitOverlay|compile|compileFinal|completedFSM|composeText|configClasses|configFile|configHierarchy|configName|configNull|configProperties|configSourceAddonList|configSourceMod|configSourceModList|confirmSensorTarget|connectTerminalToUAV|controlNull|controlsGroupCtrl|copyFromClipboard|copyToClipboard|copyWaypoints|cos|count|countEnemy|countFriendly|countSide|countType|countUnknown|create3DENComposition|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deleted file mode 100644
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\ No newline at end of file
diff --git a/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css b/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css
deleted file mode 100644
index 92ed7702c5..0000000000
--- a/ui/litellm-dashboard/out/_next/static/css/f41c66e22715ab00.css
+++ /dev/null
@@ -1,3 +0,0 @@
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diff --git a/ui/litellm-dashboard/out/index.html b/ui/litellm-dashboard/out/index.html
index 5f4adcfa9e..a78e9aa02e 100644
--- a/ui/litellm-dashboard/out/index.html
+++ b/ui/litellm-dashboard/out/index.html
@@ -1 +1 @@
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diff --git a/ui/litellm-dashboard/out/onboarding.txt b/ui/litellm-dashboard/out/onboarding.txt
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+++ b/ui/litellm-dashboard/out/onboarding.txt
@@ -2,6 +2,6 @@
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From 6a4bb31bd8b7840b53604ac3439bc17acb669110 Mon Sep 17 00:00:00 2001
From: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Date: Mon, 10 Mar 2025 21:08:03 -0700
Subject: [PATCH 76/80] =?UTF-8?q?bump:=20version=201.63.5=20=E2=86=92=201.?=
 =?UTF-8?q?63.6?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 pyproject.toml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pyproject.toml b/pyproject.toml
index d7c024e1ae..51d758e557 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "litellm"
-version = "1.63.5"
+version = "1.63.6"
 description = "Library to easily interface with LLM API providers"
 authors = ["BerriAI"]
 license = "MIT"
@@ -96,7 +96,7 @@ requires = ["poetry-core", "wheel"]
 build-backend = "poetry.core.masonry.api"
 
 [tool.commitizen]
-version = "1.63.5"
+version = "1.63.6"
 version_files = [
     "pyproject.toml:^version"
 ]

From 01aa536716d1b88241c78cfd00bb2eeab240e456 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 21:46:05 -0700
Subject: [PATCH 77/80] fix: fix test

---
 litellm/proxy/_new_secret_config.yaml |  7 ++++++-
 litellm/proxy/_types.py               |  5 +++--
 litellm/proxy/proxy_server.py         | 18 ++++++++++++------
 tests/test_fallbacks.py               |  2 +-
 4 files changed, 22 insertions(+), 10 deletions(-)

diff --git a/litellm/proxy/_new_secret_config.yaml b/litellm/proxy/_new_secret_config.yaml
index e22888f298..83e71c55e1 100644
--- a/litellm/proxy/_new_secret_config.yaml
+++ b/litellm/proxy/_new_secret_config.yaml
@@ -7,6 +7,11 @@ model_list:
       model: azure/gpt-4o
       api_key: os.environ/AZURE_API_KEY
       api_base: os.environ/AZURE_API_BASE
-
+  - model_name: fake-openai-endpoint-5
+    litellm_params:
+      model: openai/my-fake-model
+      api_key: my-fake-key
+      api_base: https://exampleopenaiendpoint-production.up.railway.app/
+      timeout: 1
 litellm_settings:
   fallbacks: [{"gpt-3.5-turbo": ["gpt-4o"]}]
diff --git a/litellm/proxy/_types.py b/litellm/proxy/_types.py
index 6bf2ef9068..f37bbd7d09 100644
--- a/litellm/proxy/_types.py
+++ b/litellm/proxy/_types.py
@@ -1994,13 +1994,14 @@ class ProxyException(Exception):
         message: str,
         type: str,
         param: Optional[str],
-        code: Optional[Union[int, str]] = None,
+        code: Optional[Union[int, str]] = None,  # maps to status code
         headers: Optional[Dict[str, str]] = None,
+        openai_code: Optional[str] = None,  # maps to 'code'  in openai
     ):
         self.message = str(message)
         self.type = type
         self.param = param
-
+        self.openai_code = openai_code or code
         # If we look on official python OpenAI lib, the code should be a string:
         # https://github.com/openai/openai-python/blob/195c05a64d39c87b2dfdf1eca2d339597f1fce03/src/openai/types/shared/error_object.py#L11
         # Related LiteLLM issue: https://github.com/BerriAI/litellm/discussions/4834
diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py
index 0dd3aabe98..a631ba963b 100644
--- a/litellm/proxy/proxy_server.py
+++ b/litellm/proxy/proxy_server.py
@@ -3716,7 +3716,8 @@ async def chat_completion(  # noqa: PLR0915
             message=getattr(e, "message", error_msg),
             type=getattr(e, "type", "None"),
             param=getattr(e, "param", "None"),
-            code=getattr(e, "code", getattr(e, "status_code", 500)),
+            openai_code=getattr(e, "code", None),
+            code=getattr(e, "status_code", 500),
             headers=headers,
         )
 
@@ -3929,7 +3930,8 @@ async def completion(  # noqa: PLR0915
             message=getattr(e, "message", error_msg),
             type=getattr(e, "type", "None"),
             param=getattr(e, "param", "None"),
-            code=getattr(e, "code", getattr(e, "status_code", 500)),
+            openai_code=getattr(e, "code", None),
+            code=getattr(e, "status_code", 500),
         )
 
 
@@ -4138,7 +4140,8 @@ async def embeddings(  # noqa: PLR0915
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "code", getattr(e, "status_code", 500)),
+                openai_code=getattr(e, "code", None),
+                code=getattr(e, "status_code", 500),
             )
 
 
@@ -4257,7 +4260,8 @@ async def image_generation(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "code", getattr(e, "status_code", 500)),
+                openai_code=getattr(e, "code", None),
+                code=getattr(e, "status_code", 500),
             )
 
 
@@ -4518,7 +4522,8 @@ async def audio_transcriptions(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "code", getattr(e, "status_code", 500)),
+                openai_code=getattr(e, "code", None),
+                code=getattr(e, "status_code", 500),
             )
 
 
@@ -4667,7 +4672,8 @@ async def get_assistants(
                 message=getattr(e, "message", error_msg),
                 type=getattr(e, "type", "None"),
                 param=getattr(e, "param", "None"),
-                code=getattr(e, "code", getattr(e, "status_code", 500)),
+                openai_code=getattr(e, "code", None),
+                code=getattr(e, "status_code", 500),
             )
 
 
diff --git a/tests/test_fallbacks.py b/tests/test_fallbacks.py
index aab8e985bd..449778826b 100644
--- a/tests/test_fallbacks.py
+++ b/tests/test_fallbacks.py
@@ -193,7 +193,7 @@ async def test_chat_completion_with_timeout():
         start_time = time.time()
         response, headers = await chat_completion(
             session=session,
-            key="sk-1234",
+            key="sk-PIp1h0RekR",
             model=model,
             messages=messages,
             num_retries=0,

From 41b0404ae1a8a3f05bc45fd4ffb89f61bf0185b5 Mon Sep 17 00:00:00 2001
From: Krrish Dholakia <krrishdholakia@gmail.com>
Date: Mon, 10 Mar 2025 22:00:50 -0700
Subject: [PATCH 78/80] test: fix test

---
 tests/test_fallbacks.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/test_fallbacks.py b/tests/test_fallbacks.py
index 449778826b..aab8e985bd 100644
--- a/tests/test_fallbacks.py
+++ b/tests/test_fallbacks.py
@@ -193,7 +193,7 @@ async def test_chat_completion_with_timeout():
         start_time = time.time()
         response, headers = await chat_completion(
             session=session,
-            key="sk-PIp1h0RekR",
+            key="sk-1234",
             model=model,
             messages=messages,
             num_retries=0,

From 728a7de6093e8810a4d897821af2e984692521a0 Mon Sep 17 00:00:00 2001
From: Young <afe.young@gmail.com>
Date: Wed, 5 Mar 2025 06:01:18 +0000
Subject: [PATCH 79/80] fix: Handle ManagedIdentityCredential in Azure AD token
 provider

---
 litellm/secret_managers/get_azure_ad_token_provider.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/litellm/secret_managers/get_azure_ad_token_provider.py b/litellm/secret_managers/get_azure_ad_token_provider.py
index 2052f65e15..6bd619def9 100644
--- a/litellm/secret_managers/get_azure_ad_token_provider.py
+++ b/litellm/secret_managers/get_azure_ad_token_provider.py
@@ -30,6 +30,8 @@ def get_azure_ad_token_provider() -> Callable[[], str]:
             client_secret=os.environ["AZURE_CLIENT_SECRET"],
             tenant_id=os.environ["AZURE_TENANT_ID"],
         )
+    if cred == "ManagedIdentityCredential":
+        credential = cred_cls(client_id=os.environ["AZURE_CLIENT_ID"])
     else:
         credential = cred_cls()
 

From 8d4d90ce1f2b4f1aa1f67fa8232961567e25f770 Mon Sep 17 00:00:00 2001
From: Young <afe.young@gmail.com>
Date: Tue, 11 Mar 2025 09:27:31 +0000
Subject: [PATCH 80/80] fix if

---
 litellm/secret_managers/get_azure_ad_token_provider.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/litellm/secret_managers/get_azure_ad_token_provider.py b/litellm/secret_managers/get_azure_ad_token_provider.py
index 6bd619def9..5403675b97 100644
--- a/litellm/secret_managers/get_azure_ad_token_provider.py
+++ b/litellm/secret_managers/get_azure_ad_token_provider.py
@@ -30,7 +30,7 @@ def get_azure_ad_token_provider() -> Callable[[], str]:
             client_secret=os.environ["AZURE_CLIENT_SECRET"],
             tenant_id=os.environ["AZURE_TENANT_ID"],
         )
-    if cred == "ManagedIdentityCredential":
+    elif cred == "ManagedIdentityCredential":
         credential = cred_cls(client_id=os.environ["AZURE_CLIENT_ID"])
     else:
         credential = cred_cls()