Foundations-of-LLMs—Fundamentals of Large Models3This book is an open-source textbook on large language models by the DAILY Lab at Zhejiang UniversitZJU-LLMs·Other·9 days ago827
minimind—Train a Small Language Model from ScratchThis is not only an implementation of a mini-language model, but also an introductory tutorial for Ljingyaogong·Python·9 days ago631
DeepSeek-V3—DeepSeek's Open-Source MoE Model4This is an open-source large language model based on the Mixture of Experts (MoE) and Multi-Head Latdeepseek-ai·Python·a month ago3.3k
vllm—More Efficient LLMs Inference and Service EngineThis is a highly efficient and user-friendly large language model inference engine, specifically desvllm-project·Python·a month ago650
garak—Open Source LLMs Vulnerability ScannerThis project is an open-source tool developed by NVIDIA for scanning vulnerabilities in Large LanguaNVIDIA·Python·a month ago319
llm-universe—Learn to Develop Large Model ApplicationsThis project is a large model application development tutorial designed specifically for novice devedatawhalechina·Jupyter·9 months ago2.6k
llama3-from-scratch—Tutorial on Implementing Llama 3 from ScratchThis project helps people deeply understand how Large Language Models (LLMs) work by building Llama naklecha·Jupyter·8 months ago1.9k
ollama—Tool for Running Various Large Language Models LocallyThis is a tool written in Go designed to install, launch, and manage large language models on a locaollama·Go·a year ago2.2k
llm-viz—3D Visualization of Large Language Model GPTThis project demonstrates the working principles and reasoning process of large language models simibbycroft·TypeScript·a year ago1.5k
llm-course—Free Open-source Course on Large Language ModelsThis is a free course on Large Language Models (LLMs), covering basic knowledge for beginners to getmlabonne·Jupyter·a year ago2.6k
langchain—Framework for LLM-based ApplicationsThe LLM refers to large deep learning models that are pre-trained on big data. This project enables langchain-ai·Jupyter·9 months ago1.6k
LLaMA-Factory—Framework for Fine-tuning Large Language ModelsThis is an open-source project that makes fine-tuning large language models easy. It supports variouhiyouga·Python·9 months ago905
FastChat—Open Platform for Training and Evaluating Large Language ModelsThis platform is designed for training, deploying, and evaluating large language models, allowing yolm-sys·Python·10 months ago763
ml-ferret—Apple's Open-Source Multimodal Language Large ModelFerret, the open-source multimodal LLM model from Apple, is capable of analyzing and recognizing infapple·Python·a year ago3.2k
ml-engineering—Machine Learning: Training and Engineering of LLM/VLMThis project is a summary of the author's experience in training open-source BLOOM-176B large-scale stas00·Python·a year ago3.2k