[AMD] add minimax mi355x's config

[benenzhu]

No description provided.

[gemini-code-assist]

Summary of Changes

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This pull request enhances the documentation for the MiniMax-M2.5 model by incorporating comprehensive configuration details for AMD MI355X GPUs. It outlines specific Docker commands and environment variables necessary to leverage the vLLM ROCm image, enabling users to run the model with optimized performance across various tensor and expert parallelism settings.

Highlights

• AMD MI355X Configuration: Added detailed configuration instructions for running the MiniMax-M2.5 model on AMD MI355X GPUs, specifically targeting FP8 precision.
• Performance Optimization: Included the VLLM_ROCM_USE_AITER=1 environment variable in the Docker commands to enable the AITER backend for optimized performance on ROCm.
• Parallelism Configurations: Provided distinct Docker run commands for different parallelism setups: TP=2 or TP=4 without expert parallelism, and TP=8 with EP=8 for higher throughput.

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[gemini-code-assist]

Code Review

The pull request adds documentation for running MiniMax-M2.5 on AMD MI355X GPUs. I've found a couple of critical issues in the provided docker run commands: they are syntactically incorrect due to missing line continuation characters and are also missing essential parameters for the model's functionality. I've provided suggestions to fix these. Additionally, I've pointed out a minor ambiguity in one of the section titles for better clarity.

[benenzhu]

Thanks Gemini, will fix later.