diff --git a/deploy/Dockerfile.ghcr_base b/deploy/Dockerfile.ghcr_base
new file mode 100644
index 000000000..691f08272
--- /dev/null
+++ b/deploy/Dockerfile.ghcr_base
@@ -0,0 +1,17 @@
+# Use the provided base image
+FROM ghcr.io/berriai/litellm:main-latest
+
+# Set the working directory to /app
+WORKDIR /app
+
+# Copy the configuration file into the container at /app
+COPY config.yaml .
+
+# Make sure your entrypoint.sh is executable
+RUN chmod +x entrypoint.sh
+
+# Expose the necessary port
+EXPOSE 4000/tcp
+
+# Override the CMD instruction with your desired command and arguments
+CMD ["--port", "4000", "--config", "config.yaml", "--detailed_debug", "--run_gunicorn"]
diff --git a/docker-compose.yml b/docker-compose.yml
index 36d5d3976..814677735 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -8,8 +8,6 @@ services:
       - "4000:4000"
     environment:
       - AZURE_API_KEY=sk-123
-  litellm-ui:
-    image: ghcr.io/berriai/litellm-ui:main-latest
 
 
 
diff --git a/docs/my-website/docs/proxy/deploy.md b/docs/my-website/docs/proxy/deploy.md
index 81960a2a0..c3a84f1ea 100644
--- a/docs/my-website/docs/proxy/deploy.md
+++ b/docs/my-website/docs/proxy/deploy.md
@@ -7,6 +7,10 @@ You can find the Dockerfile to build litellm proxy [here](https://github.com/Ber
 
 ## Quick Start
 
+<Tabs>
+
+<TabItem value="basic" label="Basic">
+
 See the latest available ghcr docker image here:
 https://github.com/berriai/litellm/pkgs/container/litellm
 
@@ -18,6 +22,12 @@ docker pull ghcr.io/berriai/litellm:main-latest
 docker run ghcr.io/berriai/litellm:main-latest
 ```
 
+</TabItem>
+
+
+
+<TabItem value="cli" label="With CLI Args">
+
 ### Run with LiteLLM CLI args
 
 See all supported CLI args [here](https://docs.litellm.ai/docs/proxy/cli): 
@@ -32,6 +42,34 @@ Here's how you can run the docker image and start litellm on port 8002 with `num
 docker run ghcr.io/berriai/litellm:main-latest --port 8002 --num_workers 8
 ```
 
+</TabItem>
+
+<TabItem value="base-image" label="use litellm as a base image">
+
+```shell
+# Use the provided base image
+FROM ghcr.io/berriai/litellm:main-latest
+
+# Set the working directory to /app
+WORKDIR /app
+
+# Copy the configuration file into the container at /app
+COPY config.yaml .
+
+# Make sure your entrypoint.sh is executable
+RUN chmod +x entrypoint.sh
+
+# Expose the necessary port
+EXPOSE 4000/tcp
+
+# Override the CMD instruction with your desired command and arguments
+CMD ["--port", "4000", "--config", "config.yaml", "--detailed_debug", "--run_gunicorn"]
+```
+
+</TabItem>
+
+</Tabs>
+
 ## Deploy with Database
 
 We maintain a [seperate Dockerfile](https://github.com/BerriAI/litellm/pkgs/container/litellm-database) for reducing build time when running LiteLLM proxy with a connected Postgres Database