LLM & Foundation Models
minimind
jingyaogong/minimind
A lightweight implementation for exploring small language model pretraining and fine-tuning.
★ 58.6K⑂ 7.6KPython
ToolAI.io · GitHub Channel
AI Project Directory on GitHub
Browse the complete ToolAI directory of open-source AI projects on GitHub, organized by topic, language and license.
Public repository data
Project index
Fine-tuning, Training & Data
ColossalAI
hpcaitech/ColossalAI
Distributed training and inference tools for parallelism and memory management in large-model workloads.
★ 41.4K⑂ 4.5KPython
Fine-tuning, Training & Data
pytorch-lightning
Lightning-AI/pytorch-lightning
Organize PyTorch training with reusable loops, checkpoints, logging, and device strategies.
★ 31.3K⑂ 3.8KPython
Fine-tuning, Training & Data
generative-ai-for-beginners
microsoft/generative-ai-for-beginners
21 Lessons, Get Started Building with Generative AI
★ 113.5K⑂ 60.9KJupyter Notebook
Fine-tuning, Training & Data
Paddle
PaddlePaddle/Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
★ 24K⑂ 6KC++
Fine-tuning, Training & Data
physicsnemo
NVIDIA/physicsnemo
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
★ 3.1K⑂ 741Python
Fine-tuning, Training & Data
Megatron-LM
NVIDIA/Megatron-LM
Ongoing research training transformer models at scale
★ 17.2K⑂ 4.3KPython
Fine-tuning, Training & Data
pytorch
pytorch/pytorch
A deep learning framework with tensor computation, automatic differentiation and GPU acceleration.
★ 102.8K⑂ 29.1KPython
Fine-tuning, Training & Data
TRL
huggingface/trl
A library for post-training transformer models with supervised fine-tuning and preference-optimization methods.
★ 19.5K⑂ 3.1KPython
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