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Awesome GitHub RepositoriesFine-Tuning Guides
Educational resources and tutorials for fine-tuning large language models.
Distinguishing note: Specifically targets the instructional aspect of setting up environments for model fine-tuning.
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Awesome Fine-Tuning Guides GitHub Repositories
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- datawhalechina/self-llm
datawhalechina/self-llm
28,285View on GitHubThis project is an open-source educational resource providing structured, step-by-step guides for fine-tuning large language models. It focuses on adapting pre-trained transformer-based causal models to custom datasets, enabling users to transfer specific writing styles or domain knowledge into generative AI models. The repository distinguishes itself by emphasizing parameter-efficient training techniques, specifically low-rank adaptation. By providing practical implementations for updating only a small subset of model weights, it allows for the customization of massive neural networks on con
本文基础环境如下： > 本文默认学习者已安装好以上 Pytorch(cuda) 环境，如未安装请自行安装。 首先 pip 换源加速下载并安装依赖包 ```shell # 升级pip python -m pip install --upgrade pip
Jupyter Notebookchatglmchatglm3gemma-2b-it
