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Code Generation on LiveCodeBench v5 (avg@8 accuracy)

62.2Avg@8 AccuracyBF16 (Teacher)
55.12856.96458.860.636Jun 4, 2026

Evaluation results

MethodLinks
BF16 (Teacher)Model=Qwen3-4B-Thinking-2507, Precision=BF162026.0662.2
CKA-QADModel=Qwen3-4B-Thinking-2507, Precision=NVFP42026.0659.8
QAD (KL-only)Model=Qwen3-4B-Thinking-2507, Precision=NVFP42026.0657.9
NVFP4 PTQModel=Qwen3-4B-Thinking-2507, Precision=NVFP42026.0655.4