Create Qwen3-Next-AMD.md

[haic0]

Add Qwen3-Next support for AMD GPU.

[gemini-code-assist]

Summary of Changes

Hello @haic0, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request introduces new documentation that outlines the process for deploying and benchmarking the Qwen3-Next-80B-A3B-Instruct large language model on AMD MI300X GPUs. The guide provides clear, step-by-step instructions covering Docker setup, Hugging Face authentication, vLLM model serving, and performance evaluation, aiming to facilitate the use of this model on AMD hardware.

Highlights

• New Documentation for AMD GPU Support: A new markdown file, Qwen/AMD/Qwen3-Next-AMD.md, has been added to provide comprehensive instructions.
• Qwen3-Next on AMD MI300X: The new guide details the step-by-step process for installing and running Qwen3-Next-80B-A3B-Instruct models specifically on AMD MI300X GPUs.
• vLLM Integration: Instructions include leveraging the rocm/vllm-dev:nightly Docker image for model serving and benchmarking.
• Benchmarking Guide: The document provides specific commands for executing a benchmark script to evaluate model performance on the target hardware.

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[gemini-code-assist]

Code Review

This pull request adds a new guide for running Qwen3-Next on AMD GPUs. The guide is a good starting point, but I've identified several areas for improvement. My feedback includes a critical security concern regarding Docker volume mounts, as well as several suggestions to improve the document's structure, clarity, and formatting for consistency with other guides in the repository. These changes will make the guide more secure, readable, and easier for users to follow.

[simon-mo]

Please add it to existing Qwen3-Next document

[haic0]

Use the new PR instead.