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GitHub - OpenMOSS/CoLLiE: Collaborative Training of Large …
CoLLiE是一个可以帮助您从零开始训练大模型的完整工具箱，它提供了数据预处理、模型微调、模型保存以及训练过程各项指标监测等功能。CoLLiE集成了现有的并行策略、高效参数微调方 …
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Colie Nuanez - Age, Family, Bio - Famous Birthdays
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2. 功能特性 — CoLLiE 1.0.0-beta 文档 - Read the Docs
CoLLiE 具有很多的功能，例如tutorial-1中示例代码所提到的：通过配置类CollieConfig设置并行策略，通过监视器Monitor观察训练过程、输出评测结果，以及如后续tutorial所示，通过回调函 …
[2312.00407] CoLLiE: Collaborative Training of Large Language …
2023年12月1日 · This paper introduces CoLLiE, an efficient library that facilitates collaborative training of large language models using 3D parallelism, parameter-efficient fine-tuning (PEFT) …
1. 安装使用 — CoLLiE 1.0.0-beta 文档 - Read the Docs
首先，CoLLiE 致力于涵盖包含适用于各种特异场景的并行方式，整合四种并行策略： 数据并行 DP 、 流水线并行 PP 、 张量并行 TP （ 以及 3D并行）、 零冗余优化器 ZeRO （tutorial-3） …
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