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modelscope--ms-swift/examples/infer/vllm/mllm_ddp.sh
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# You need to use flash-attn (manual installation) instead of xformers.
NPROC_PER_NODE=2 \
CUDA_VISIBLE_DEVICES=0,1 \
swift infer \
--model Qwen/Qwen2.5-Omni-7B \
--infer_backend vllm \
--val_dataset speech_asr/speech_asr_aishell1_trainsets:validation#1000 \
--vllm_gpu_memory_utilization 0.9 \
--vllm_max_model_len 8192 \
--max_new_tokens 2048 \
--vllm_limit_mm_per_prompt '{"audio": 5}'