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4 篇文章 · 均含中英文版本

10.162026

研究笔记11 min read

Train coordination and answering from outcomes, while a task-trained teacher guides the search tokens the student actually generates.

06.252025

工程实践15 min read

从业务背景和互动架构出发，介绍多轮意图识别、实体解析、商品检索与互动回复生成的实践。

06.202025

工程实践24 min read

从 DeepSeek-R1 蒸馏到推理路径压缩，介绍 long2short DPO、质量与长度双偏好 DP-DPO 及泛化性优化实验。

11.162023

研究笔记10 min read

Distill a prompt’s effect into LoRA, then explore the space between applying it fully and leaving it out.