Update README.md

README.md

@@ -23,6 +23,9 @@ This repo contains the FP8 version of **Qwen3-4B**, which has the following feat
 
 For more details, including benchmark evaluation, hardware requirements, and inference performance, please refer to our [blog](https://qwenlm.github.io/blog/qwen3/), [GitHub](https://github.com/QwenLM/Qwen3), and [Documentation](https://qwen.readthedocs.io/en/latest/).
 
+> [!TIP]
+> If you encounter significant endless repetitions, please refer to the [Best Practices](#best-practices) section for optimal sampling parameters, and set the ``presence_penalty`` to 1.5.
+
 ## Quickstart
 
 The code of Qwen3 has been in the latest Hugging Face `transformers` and we advise you to use the latest version of `transformers`.
@@ -126,7 +129,7 @@ However, please pay attention to the following known issues:
 
 > [!TIP]
 > The `enable_thinking` switch is also available in APIs created by vLLM and SGLang. 
-> Please refer to [our documentation](https://qwen.readthedocs.io/) for more details.
+> Please refer to our documentation for [vLLM](https://qwen.readthedocs.io/en/latest/deployment/vllm.html#thinking-non-thinking-modes) and [SGLang](https://qwen.readthedocs.io/en/latest/deployment/sglang.html#thinking-non-thinking-modes) users.
 
 ### `enable_thinking=True`