rebase and docs

docs/my-website/docs/proxy/deploy.md

@@ -7,12 +7,12 @@ See the latest available ghcr docker image here:
 https://github.com/berriai/litellm/pkgs/container/litellm
 
 ```shell
-docker pull ghcr.io/berriai/litellm:main-v1.10.1
+docker pull ghcr.io/berriai/litellm:main-v1.12.3
 ```
 
 ### Run the Docker Image
 ```shell
-docker run ghcr.io/berriai/litellm:main-v1.10.0
+docker run ghcr.io/berriai/litellm:main-v1.12.3
 ```
 
 #### Run the Docker Image with LiteLLM CLI args
@@ -21,12 +21,12 @@ See all supported CLI args [here](https://docs.litellm.ai/docs/proxy/cli):
 
 Here's how you can run the docker image and pass your config to `litellm`
 ```shell
-docker run ghcr.io/berriai/litellm:main-v1.10.0 --config your_config.yaml
+docker run ghcr.io/berriai/litellm:main-v1.12.3 --config your_config.yaml
 ```
 
 Here's how you can run the docker image and start litellm on port 8002 with `num_workers=8`
 ```shell
-docker run ghcr.io/berriai/litellm:main-v1.10.0 --port 8002 --num_workers 8
+docker run ghcr.io/berriai/litellm:main-v1.12.3 --port 8002 --num_workers 8
 ```
   
 #### Run the Docker Image using docker compose
@@ -42,6 +42,10 @@ Here's an example `docker-compose.yml` file
 version: "3.9"
 services:
   litellm:
+    build:
+      context: .
+        args:
+          target: runtime
     image: ghcr.io/berriai/litellm:main
     ports:
       - "8000:8000" # Map the container port to the host, change the host port if necessary