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🦜🔗 Build context-aware reasoning applications

Jupyter Notebook 104,224 16,860 Updated Mar 25, 2025

A full pipeline to finetune ChatGLM LLM with LoRA and RLHF on consumer hardware. Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the ChatGLM architecture. Basically Ch…

Python 134 10 Updated Apr 28, 2023

《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调(全参数/Lora)、部署国内外开源大模型(LLM)/多模态大模型(MLLM)教程

Jupyter Notebook 14,097 1,612 Updated Mar 22, 2025

Instruct-tune LLaMA on consumer hardware

Jupyter Notebook 18,860 2,229 Updated Jul 29, 2024

LLM inference in C/C++

C++ 77,166 11,199 Updated Mar 25, 2025

Llama 3 ORPO Fine Tuning on A100 in Colab Pro.

Jupyter Notebook 11 7 Updated Apr 21, 2024

Finetune LLaMA-7B with Chinese instruction datasets

Python 137 17 Updated May 8, 2023

llama3-lora微调

Jupyter Notebook 1 Updated Aug 9, 2024

LlaMA3-SFT, Meta-Llama-3-8B/Meta-Llama-3-8B-Instruct微调(transformers)/LORA(peft)/推理, 支持中文(chinese, zh)

Python 29 6 Updated May 17, 2024

对llama3进行全参微调、lora微调以及qlora微调。

Python 187 16 Updated Oct 4, 2024

中文法律LLaMA (LLaMA for Chinese legel domain)

Python 917 128 Updated Aug 28, 2024

Llama中文社区,Llama3在线体验和微调模型已开放,实时汇总最新Llama3学习资料,已将所有代码更新适配Llama3,构建最好的中文Llama大模型,完全开源可商用

Python 14,498 1,297 Updated Sep 5, 2024

Quick tutorial showing how to fine-tune Llama3.1 with nothing but free tools and text data. All code included in ipynb. For a step by step walkthrough take a look at the tutorial below on medium.

Jupyter Notebook 9 2 Updated Aug 17, 2024

中文对话0.2B小模型(ChatLM-Chinese-0.2B),开源所有数据集来源、数据清洗、tokenizer训练、模型预训练、SFT指令微调、RLHF优化等流程的全部代码。支持下游任务sft微调,给出三元组信息抽取微调示例。

Python 1,473 167 Updated Apr 20, 2024

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库;24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

Python 2,741 325 Updated May 21, 2024

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

Python 18,766 1,890 Updated Apr 30, 2024

CamelBell(驼铃) is be a Chinese Language Tuning project based on LoRA. CamelBell is belongs to Project Luotuo(骆驼), an open sourced Chinese-LLM project created by 冷子昂 @ 商汤科技 & 陈启源 @ 华中师范大学 & 李鲁鲁 @ 商汤科技

Jupyter Notebook 172 18 Updated Dec 21, 2023

The official Meta Llama 3 GitHub site

Python 28,549 3,335 Updated Jan 26, 2025

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Python 40,303 6,632 Updated Dec 9, 2024

Patch-based Convlutional Encoder for vibrational spectrum recognition

Jupyter Notebook 11 Updated Sep 27, 2024

MetDIT: Transforming and Analyzing Clinical Metabolomics Data with Convolutional Neural Networks

Python 7 2 Updated Feb 19, 2024