无需教师模型的一步语言模型训练指南
摘要
想深入理解扩散模型与基于流的语言模型的人必读 如何在没有教师模型的情况下训练一步语言模型 文章从并行解码为何困难讲起，带你了解流匹配与Beckmann传输，全程配有可视化！
摘要由模型根据原文撰写，以原文为准。
正文 · 原文
A must-read for anyone looking to deeply understand diffusion & flow-based language models
How to Train a One-Step Language Model Without a Teacher
It starts with why parallel decoding struggles and walks you through flow matching & Beckmann transport, with visualizations throughout!
来源：alphaXiv · x.com
引用原文
askalphaxiv. A must-read for anyone looking to deeply understand diffusion & flow-based language models[EB/OL]. (2026-10-29)[访问日期]. https://x.com/askalphaxiv/status/2115543748902023249.