enginex-ascend-910-vllm/docs/source/developer_guide/evaluation/accuracy_report/Qwen2.5-VL-7B-Instruct.md

Qwen/Qwen2.5-VL-7B-Instruct

• vLLM Version: vLLM: 0.10.1.1 (1da94e6), vLLM Ascend Version: v0.10.1rc1 (7e16b4a)
• Software Environment: CANN: 8.2.RC1, PyTorch: 2.7.1, torch-npu: 2.7.1.dev20250724
• Hardware Environment: Atlas A2 Series
• Parallel mode: TP1
• Execution mode: ACLGraph

Command:

export MODEL_ARGS='pretrained=Qwen/Qwen2.5-VL-7B-Instruct,tensor_parallel_size=1,dtype=auto,trust_remote_code=False,max_model_len=8192'
lm_eval --model vllm-vlm --model_args $MODEL_ARGS --tasks mmmu_val \
 --apply_chat_template True   --fewshot_as_multiturn True    --batch_size auto

Task	Metric	Value	Stderr
mmmu_val	acc,none	✅0.52	± 0.0162