AnalysisAI ModelsAugust 12, 2026

Applied Compute improves Qwen model efficiency on SWE-bench

Applied Compute increased the submit tool call rate from 22% to 60% for a Qwen thinking model on SWE-bench. The team achieved this by conditioning the rollout on an old production trace, reducing the turn count from 80 to 40 while maintaining the test pass rate.

Featured · Samuel Denton

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Applied Compute improves Qwen model efficiency on SWE-bench — AIBriefs