Update README.md Add vLLM deployment info.

README.md

@@ -231,7 +231,17 @@ generated_ids = [
 response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
 ```
 
-## 5. Citation
+## 5. Deployment Guide
+For production deployment, we recommend using [vLLM](https://docs.vllm.ai/en/latest/) to serve MiniMax-Text-01. vLLM provides excellent performance for serving large language models with the following features:
+
+🔥 Outstanding service throughput performance  
+⚡ Efficient and intelligent memory management  
+📦 Powerful batch request processing capability  
+⚙️ Deeply optimized underlying performance  
+
+For detailed deployment instructions, please refer to our [vLLM Deployment Guide](https://github.com/MiniMax-AI/MiniMax-01/blob/main/docs/vllm_deployment_guild.md).
+
+## 6. Citation
 
 ```
 @misc{minimax2025minimax01scalingfoundationmodels,
@@ -245,8 +255,8 @@ response = tokenizer.batch_decode(generated_ids, skip_special_tokens=True)[0]
 }
 ```
 
-## 6. Chatbot & API
+## 7. Chatbot & API
 For general use and evaluation, we provide a [Chatbot](https://chat.minimax.io/) with online search capabilities and the [online API](https://www.minimax.io/platform) for developers. For general use and evaluation, we provide the [MiniMax MCP Server](https://github.com/MiniMax-AI/MiniMax-MCP) with video generation, image generation, speech synthesis, and voice cloning for developers.
 
-## 7. Contact Us
+## 8. Contact Us
 Contact us at [[email protected]](mailto:[email protected]).