enginex-ascend-910-vllm/docs/source/developer_guide/evaluation/accuracy_report/DeepSeek-V2-Lite.md

deepseek-ai/DeepSeek-V2-Lite

• 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
• Execution mode: ACLGraph

Command:

export MODEL_ARGS='pretrained=deepseek-ai/DeepSeek-V2-Lite,tensor_parallel_size=2,dtype=auto,trust_remote_code=True,max_model_len=4096,enforce_eager=True'
lm_eval --model vllm --model_args $MODEL_ARGS --tasks gsm8k \
    --batch_size auto

Task	Metric	Value	Stderr
gsm8k	exact_match,strict-match	✅0.3813	± 0.0134
gsm8k	exact_match,flexible-extract	✅0.3836	± 0.0134