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LLMs-Zero-to-Hero

Weekly Pick

一个从零开始手写大模型的教程,涵盖数据处理到模型训练全过程,帮助用户在一小时内掌握模型预训练过程及算法原理。

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LLMs-Zero-to-Hero 是一个详细的教学项目,完全从零开始手写大模型,包括数据处理细节、模型训练过程以及如何改进成更现代的模型。项目还涵盖了面试知识点、Generate 函数的实现、register buffer 的写法和作用,以及 linear tie weight 等细节。该项目在 Bilibili 和 YouTube 上累计播放量超过 7 万次。

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