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Qwq: A family of open reasoning models

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cs.CL 1

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2026 1

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UNVERDICTED 1

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Procedural Knowledge at Scale Improves Reasoning

cs.CL · 2026-04-01 · unverdicted · novelty 6.0

Reasoning Memory decomposes reasoning trajectories into 32 million subquestion-subroutine pairs and retrieves them via in-thought prompts to improve language model performance on math, science, and coding benchmarks by up to 19.2%.

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  • Procedural Knowledge at Scale Improves Reasoning cs.CL · 2026-04-01 · unverdicted · none · ref 31

    Reasoning Memory decomposes reasoning trajectories into 32 million subquestion-subroutine pairs and retrieves them via in-thought prompts to improve language model performance on math, science, and coding benchmarks by up to 19.2%.