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Cross-tokenizer On-Policy Distillation achieves superior efficiency and flexibility, enabling knowledge transfer between diverse model families without the constraints of shared tokenizers.
Stop wasting idle compute: ProAct agents anticipate user needs and proactively gather information, slashing task completion time and hallucinations.
By steering token selection at the logit level, LogitsCoder achieves more efficient and higher-quality reasoning chains for code generation, outperforming existing methods.
