enginex-ascend-910-vllm/docs/source/developer_guide/evaluation/accuracy_report/Qwen3-30B-A3B.md

Qwen/Qwen3-30B-A3B

• 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: TP2 + EP
• Execution mode: ACLGraph

Command:

export MODEL_ARGS='pretrained=Qwen/Qwen3-30B-A3B,tensor_parallel_size=2,dtype=auto,trust_remote_code=False,max_model_len=4096,gpu_memory_utilization=0.6,enable_expert_parallel=True'
lm_eval --model vllm --model_args $MODEL_ARGS --tasks gsm8k,ceval-valid \
   --num_fewshot 5   --batch_size auto

Task	Metric	Value	Stderr
gsm8k	exact_match,strict-match	✅0.8923	± 0.0085
gsm8k	exact_match,flexible-extract	✅0.8506	± 0.0098
ceval-valid	acc,none	✅0.8358	± 0.0099