Primary sourceSasha Rush
View sourceEvent ·Single source
Lean 形式化验证的分词器管线原型:消除训练与推理的消息不一致
Sasha Rush 提出 Lean Verified Tokenizers,针对 RL 训练中训练端与推理端消息构建不一致导致运行失败的问题。目前聊天模板通常用 Jinja 构建,缺少形式化保证。该项目用 Lean 对 Rust 实现的 agent 管线进行形式化验证,保证消息处理逻辑与训练时一致。目前为原型阶段,代码已开源。
Current read
RL 跑崩很多时候是 Jinja 模板在训练和推理时不一致,Sasha Rush 用 Lean 验证 Rust 管线来根治这个问题,做 RL 的人可以看看。
2 sources31° AI heatLast updated 2026/10/27 21:42:13
Evidence
2 sourcesRelated source 1arXiv cs.AI
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