Update README.md

README.md

@@ -1,9 +1,10 @@
 ---
 license: mit
 ---
-This uv-script allows you to run batch inference on vllm over an hf dataset as long as it has a messages column. 
+This uv-script allows you to run batch inference on vllm over an hf dataset as long as it has a messages column. It's based on the script [https://huggingface.co/datasets/uv-scripts/vllm/raw/main/generate-responses.py](https://huggingface.co/datasets/uv-scripts/vllm/raw/main/generate-responses.py)
+the only diference is that it uses llm.chat() instead of llm.generate() so the response format is more familar to the openai response format and easier to use.
 
-Use though code
+## Launch Job via SDK
 ```python
 #!/usr/bin/env python3
 from dotenv import load_dotenv
@@ -45,7 +46,7 @@ if __name__ == "__main__":
     main()
 ```
 
-or in cli
+## Launch Job via CLI
 
 ```
 uvx hf jobs uv run \