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        "max_input_tokens": "max input tokens, if the provider specifies it. if not default to max_tokens",
        "max_output_tokens": "max output tokens, if the provider specifies it. if not default to max_tokens", 
        "input_cost_per_token": 0.0000,
        "output_cost_per_token": 0.000,
        "litellm_provider": "one of https://docs.litellm.ai/docs/providers",
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        "mode": "chat",
        "supports_function_calling": true,
        "source": "OpenAI needs to add pricing for this ft model, will be updated when added by OpenAI. Defaulting to base model pricing"
    },
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        "max_input_tokens": 128000,
        "max_output_tokens": 16384,
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    "azure/tts-1": {
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        "input_cost_per_character": 0.000015,
        "litellm_provider": "azure"
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    "azure/tts-1-hd": {
        "mode": "audio_speech", 
        "input_cost_per_character": 0.000030,
        "litellm_provider": "azure"
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    "azure/whisper-1": {
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        "output_cost_per_second": 0.0001, 
        "litellm_provider": "azure"
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    "azure/gpt-4o": {
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        "max_input_tokens": 128000,
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        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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    "chat-bison@001": {
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        "max_input_tokens": 8192,
        "max_output_tokens": 4096,
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        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "chat-bison@002": {
        "max_tokens": 4096,
        "max_input_tokens": 8192,
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        "litellm_provider": "vertex_ai-chat-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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    "chat-bison-32k": {
        "max_tokens": 8192,
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        "output_cost_per_character": 0.0000005,
        "litellm_provider": "vertex_ai-chat-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "chat-bison-32k@002": {
        "max_tokens": 8192,
        "max_input_tokens": 32000,
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        "litellm_provider": "vertex_ai-chat-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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    "code-bison": {
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        "max_input_tokens": 6144,
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        "litellm_provider": "vertex_ai-code-text-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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    "code-bison@001": {
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        "max_input_tokens": 6144,
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        "litellm_provider": "vertex_ai-code-text-models",
        "mode": "completion",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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        "litellm_provider": "vertex_ai-code-text-models",
        "mode": "completion",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "code-bison32k": {
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        "max_input_tokens": 6144,
        "max_output_tokens": 1024,
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        "litellm_provider": "vertex_ai-code-text-models",
        "mode": "completion",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "code-bison-32k@002": {
        "max_tokens": 1024,
        "max_input_tokens": 6144,
        "max_output_tokens": 1024,
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        "input_cost_per_character": 0.00000025,
        "output_cost_per_character": 0.0000005,
        "litellm_provider": "vertex_ai-code-text-models",
        "mode": "completion",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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        "litellm_provider": "vertex_ai-code-text-models",
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        "litellm_provider": "vertex_ai-code-text-models",
        "mode": "completion",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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    "code-gecko-latest": {
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        "max_input_tokens": 2048,
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        "output_cost_per_token": 0.000000125,
        "litellm_provider": "vertex_ai-code-text-models",
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        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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    "codechat-bison@latest": {
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        "max_input_tokens": 6144,
        "max_output_tokens": 1024,
        "input_cost_per_token": 0.000000125,
        "output_cost_per_token": 0.000000125,
        "input_cost_per_character": 0.00000025,
        "output_cost_per_character": 0.0000005,
        "litellm_provider": "vertex_ai-code-chat-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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    "codechat-bison": {
        "max_tokens": 1024,
        "max_input_tokens": 6144,
        "max_output_tokens": 1024,
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        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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    "codechat-bison@001": {
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        "max_input_tokens": 6144,
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        "output_cost_per_character": 0.0000005,
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        "mode": "chat",
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    "codechat-bison@002": {
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        "max_input_tokens": 6144,
        "max_output_tokens": 1024,
        "input_cost_per_token": 0.000000125,
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        "output_cost_per_character": 0.0000005,
        "litellm_provider": "vertex_ai-code-chat-models",
        "mode": "chat",
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        "output_cost_per_character": 0.0000005,
        "litellm_provider": "vertex_ai-code-chat-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "codechat-bison-32k@002": {
        "max_tokens": 8192,
        "max_input_tokens": 32000,
        "max_output_tokens": 8192,
        "input_cost_per_token": 0.000000125,
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        "input_cost_per_character": 0.00000025,
        "output_cost_per_character": 0.0000005,
        "litellm_provider": "vertex_ai-code-chat-models",
        "mode": "chat",
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-pro": {
        "max_tokens": 8192,
        "max_input_tokens": 32760,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing"
    },
    "gemini-1.0-pro": { 
        "max_tokens": 8192,
        "max_input_tokens": 32760,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/pricing#google_models"
    },
    "gemini-1.0-pro-001": { 
        "max_tokens": 8192,
        "max_input_tokens": 32760,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.0-ultra": {
        "max_tokens": 8192,
        "max_input_tokens": 8192,
        "max_output_tokens": 2048,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.0-ultra-001": {
        "max_tokens": 8192,
        "max_input_tokens": 8192,
        "max_output_tokens": 2048,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "As of Jun, 2024. There is no available doc on vertex ai pricing gemini-1.0-ultra-001. Using gemini-1.0-pro pricing. Got max_tokens info here: https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.0-pro-002": { 
        "max_tokens": 8192,
        "max_input_tokens": 32760,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.0025,
        "input_cost_per_video_per_second": 0.002,
        "input_cost_per_token": 0.0000005, 
        "input_cost_per_character": 0.000000125, 
        "output_cost_per_token": 0.0000015,
        "output_cost_per_character": 0.000000375,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_function_calling": true,
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
    },
    "gemini-1.5-pro": { 
        "max_tokens": 8192,
        "max_input_tokens": 2097152,
        "max_output_tokens": 8192,
        "input_cost_per_image": 0.001315,
        "input_cost_per_audio_per_second": 0.000125,
        "input_cost_per_video_per_second": 0.001315,
        "input_cost_per_token": 0.000005, 
        "input_cost_per_character": 0.00000125, 
        "input_cost_per_token_above_128k_tokens": 0.00001, 
        "input_cost_per_character_above_128k_tokens": 0.0000025, 
        "output_cost_per_token": 0.000015,
        "output_cost_per_character": 0.00000375,
        "output_cost_per_token_above_128k_tokens": 0.00003,
        "output_cost_per_character_above_128k_tokens": 0.0000075,
        "output_cost_per_image": 0.00263,
        "output_cost_per_video_per_second": 0.00263,
        "output_cost_per_audio_per_second": 0.00025,
        "litellm_provider": "vertex_ai-language-models",
        "mode": "chat",
        "supports_system_messages": true,
        "supports_function_calling": true,
        "supports_tool_choice": true, 
        "supports_response_schema": true, 
        "source": "https://cloud.google.com/vertex-ai/generative-ai/docs/learn/models#foundation_models"
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