minimind—Train a Small Language Model from Scratch3This is not only an implementation of a mini-language model, but also an introductory tutorial for Ljingyaogong·Python·3 months ago4.7k
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·3 months ago5.4k
minimind-v—Starting from Zero to Train a Vision Multi-Modality ModelThis project is a step-by-step guide on how to train a 26M parameter vision multi-modality model frojingyaogong·Python·a month ago695
DeepSeek-V3—DeepSeek's Open-Source MoE Model8This is an open-source large language model based on the Mixture of Experts (MoE) and Multi-Head Latdeepseek-ai·Python·4 months ago6.8k
DeepSeek-R1—DeepSeek's Open-Source Inference ModelThis project creatively builds upon the DeepSeek V3 base model and employs large-scale reinforcementdeepseek-ai·Other·3 months ago2.5k
lm-evaluation-harness—Open Source LLM Evaluation FrameworkThis framework is designed to evaluate Large Language Models (LLMs), capable of testing model perforEleutherAI·Python·2 months ago316
vllm—More Efficient LLMs Inference and Service EngineThis is a highly efficient and user-friendly large language model inference engine, specifically desvllm-project·Python·4 months ago1.2k
llm-universe—Learn to Develop Large Model Applications1This project is a large model application development tutorial designed specifically for novice devedatawhalechina·Jupyter·a year ago3.1k
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·a year ago2.2k
garak—Open Source LLMs Vulnerability ScannerThis project is an open-source tool developed by NVIDIA for scanning vulnerabilities in Large LanguaNVIDIA·Python·4 months ago578
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 ago2.5k
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 ago2.9k
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 ago1.7k
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·a year ago1.7k
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·a year ago1.1k