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executing-plans
按既定实施计划完成工作,保持过程检查和反馈。
covrl-variational-reasoning【效率与协作】Enhance language model reasoning through coupled sampling from prior (question-only) and posterior (answer-conditioned) distributions. Construct composite distribution mixing both at token level using hybrid sampling. Combine reconstruction term, selective NLL loss, and KL regularization. Achieve 12.4% improvement over base model and 2.3% over compar…
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