Foundations-of-LLMs—Fundamentals of Large Models5This book is an open-source textbook on large language models by the DAILY Lab at Zhejiang UniversitZJU-LLMs·Other·a month ago4k
minimind—Train a Small Language Model from Scratch1This is not only an implementation of a mini-language model, but also an introductory tutorial for Ljingyaogong·Python·a month ago2.9k
DeepSeek-V3—DeepSeek's Open-Source MoE Model5This is an open-source large language model based on the Mixture of Experts (MoE) and Multi-Head Latdeepseek-ai·Python·2 months ago5.8k
DeepSeek-R1—DeepSeek's Open-Source Inference ModelThis project creatively builds upon the DeepSeek V3 base model and employs large-scale reinforcementdeepseek-ai·Other·a month ago2k
lm-evaluation-harness—Open Source LLM Evaluation FrameworkThis framework is designed to evaluate Large Language Models (LLMs), capable of testing model perforEleutherAI·Python·12 days ago146
vllm—More Efficient LLMs Inference and Service EngineThis is a highly efficient and user-friendly large language model inference engine, specifically desvllm-project·Python·2 months ago955
garak—Open Source LLMs Vulnerability ScannerThis project is an open-source tool developed by NVIDIA for scanning vulnerabilities in Large LanguaNVIDIA·Python·2 months ago424
llm-universe—Learn to Develop Large Model ApplicationsThis project is a large model application development tutorial designed specifically for novice devedatawhalechina·Jupyter·10 months ago2.8k
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·9 months ago2.1k
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 ago2.4k
llm-course—Free Open-source Course on Large Language Models1This is a free course on Large Language Models (LLMs), covering basic knowledge for beginners to getmlabonne·Jupyter·a year ago2.7k
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 ago1.6k
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·10 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·10 months ago980
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·a year ago822