Reward proxy for hint search
Qwen3-4B · Enterprise Tool Fix Dataset
Reward proxy for hint search
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Fresh re-rollout correctness
Response editing
Sparse next-token probability
Pass@1
79.8%
79.1%
50.3%
Untrained 47.4%
Optimized hints 71.7%