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43 changes: 43 additions & 0 deletions MiniMax/MiniMax-M2.5.md
Original file line number Diff line number Diff line change
Expand Up @@ -47,7 +47,50 @@ docker run --gpus all \
--trust-remote-code
```

### AMD MI355X (FP8)

Running on AMD MI355X GPUs using the vLLM ROCm image. The `VLLM_ROCM_USE_AITER=1` environment variable enables the AITER backend for optimized performance.

**TP=2 or TP=4**

```bash
docker run --gpus all \
-p 8000:8000 \
--ipc=host \
-e VLLM_ROCM_USE_AITER=1 \
-e VLLM_ROCM_QUICK_REDUCE_QUANTIZATION=INT4 \
-v ~/.cache/huggingface:/root/.cache/huggingface \
vllm/vllm-openai-rocm:latest MiniMaxAI/MiniMax-M2.5 \
--tensor-parallel-size 4 \
--block-size 32 \
--tensor-parallel-size 4 \
--block-size 32 \
--tool-call-parser minimax_m2 \
--reasoning-parser minimax_m2_append_think \
--enable-auto-tool-choice \
--trust-remote-code
```

**TP=8 with EP=8 (expert parallelism for higher throughput):**

```bash
docker run --gpus all \
-p 8000:8000 \
--ipc=host \
-e VLLM_ROCM_USE_AITER=1 \
-e VLLM_ROCM_QUICK_REDUCE_QUANTIZATION=INT4 \
-v ~/.cache/huggingface:/root/.cache/huggingface \
vllm/vllm-openai-rocm:latest MiniMaxAI/MiniMax-M2.5 \
--tensor-parallel-size 8 \
--enable-expert-parallel \
--tensor-parallel-size 8 \
--enable-expert-parallel \
--block-size 32 \
--tool-call-parser minimax_m2 \
--reasoning-parser minimax_m2_append_think \
--enable-auto-tool-choice \
--trust-remote-code
```

## Benchmarking

Expand Down