infosec-v1 / reports /eval /merged_coding.md
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# HumanEval — merged
- Model: `/workspace/checkpoints/qwen36_a100_stage1_merged`
- pass@1: **81.71%** (134/164)
## Reference pass@1 (published, approx)
- Qwen2.5-Coder-32B-Instruct: 92%
- GPT-4o: 90%
- DeepSeek-V3: 91%
- Llama-3.1-70B-Instruct: 80%
- Qwen2.5-7B-Instruct: 84%
- CodeLlama-34B: 51%