Github Ranking

Top 100 Stars in LLaMA

Ranking Project Name Stars Forks Language Open Issues Description Last Commit
1 ollama 142467 11942 Go 1558 Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3.1 and other large language models. 2025-05-31T02:50:16Z
2 llama.cpp 81200 11977 C++ 321 LLM inference in C/C++ 2025-06-01T20:33:28Z
3 llama 58313 9781 Python 434 Inference code for Llama models 2025-01-26T21:42:26Z
4 LLaMA-Factory 51301 6202 Python 480 Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) 2025-05-31T19:54:55Z
5 vllm 48661 7714 Python 1860 A high-throughput and memory-efficient inference and serving engine for LLMs 2025-06-02T03:30:41Z
6 llama_index 42026 5998 Python 244 LlamaIndex is the leading framework for building LLM-powered agents over your data. 2025-06-02T01:17:33Z
7 unsloth 39800 3144 Python 957 Finetune Qwen3, Llama 4, TTS, DeepSeek-R1 & Gemma 3 LLMs 2x faster with 70% less memory! 🦥 2025-06-01T11:19:12Z
8 quivr 37916 3639 Python 4 Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want. 2025-05-27T10:38:00Z
9 Langchain-Chatchat 35177 5900 TypeScript 176 Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain 2025-03-25T15:45:51Z
10 aider 33757 3079 Python 852 aider is AI pair programming in your terminal 2025-06-01T19:46:17Z
11 LocalAI 32965 2514 Go 452 :robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement for OpenAI, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more models architectures. Features: Generate Text, Audio, Video, Images, Voice Cloning, Distributed, P2P inference 2025-06-01T07:29:44Z
12 khoj 30208 1693 Python 75 Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free. 2025-06-02T03:40:56Z
13 llama3 28758 3393 Python 171 The official Meta Llama 3 GitHub site 2025-01-26T21:39:06Z
14 LLaVA 22670 2500 Python 1073 [NeurIPS’23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. 2024-08-12T09:52:38Z
15 llamafile 22544 1190 C++ 150 Distribute and run LLMs with a single file. 2025-05-14T22:23:40Z
16 fish-speech 21300 1710 Python 36 SOTA Open Source TTS 2025-05-31T12:15:00Z
17 Awesome-Chinese-LLM 20217 1948 None 5 整理开源的中文大语言模型,以规模较小、可私有化部署、训练成本较低的模型为主,包括底座模型,垂直领域微调及应用,数据集与教程等。 2025-05-19T06:11:57Z
18 alpaca-lora 18910 2230 Jupyter Notebook 333 Instruct-tune LLaMA on consumer hardware 2024-07-29T13:37:49Z
19 Chinese-LLaMA-Alpaca 18845 1893 Python 2 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) 2024-04-30T04:28:38Z
20 llama2.c 18439 2266 C 124 Inference Llama 2 in one file of pure C 2024-08-06T09:44:40Z
21 llama-cookbook 17406 2501 Jupyter Notebook 19 Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services 2025-05-29T10:55:12Z
22 repomix 16498 711 TypeScript 90 📦 Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. Perfect for when you need to feed your codebase to Large Language Models (LLMs) or other AI tools like Claude, ChatGPT, DeepSeek, Perplexity, Gemini, Gemma, Llama, Grok, and more. 2025-06-02T01:28:00Z
23 ChuanhuChatGPT 15417 2280 Python 122 GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI. 2025-03-13T09:36:38Z
24 llama3-from-scratch 14983 1268 Jupyter Notebook 13 llama3 implementation one matrix multiplication at a time 2024-05-23T14:34:05Z
25 sglang 14813 1888 Python 455 SGLang is a fast serving framework for large language models and vision language models. 2025-06-02T03:49:01Z
26 Llama-Chinese 14600 1306 Python 196 Llama中文社区,实时汇总最新Llama学习资料,构建最好的中文Llama大模型开源生态,完全开源可商用 2025-04-06T09:16:55Z
27 mastra 13560 773 TypeScript 67 The TypeScript AI agent framework. ⚡ Assistants, RAG, observability. Supports any LLM: GPT-4, Claude, Gemini, Llama. 2025-06-01T23:15:25Z
28 dalai 13077 1397 CSS 293 The simplest way to run LLaMA on your local machine 2024-06-18T20:29:46Z
29 PaddleNLP 12609 3039 Python 164 Easy-to-use and powerful LLM and SLM library with awesome model zoo. 2025-05-30T09:23:49Z
30 h2ogpt 11828 1291 Python 288 Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/ 2025-05-25T19:02:29Z
31 ludwig 11476 1212 Python 41 Low-code framework for building custom LLMs, neural networks, and other AI models 2025-05-26T20:05:31Z
32 OpenLLM 11307 724 Python 2 Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. 2025-05-26T16:47:30Z
33 llama-gpt 10972 711 TypeScript 84 A self-hosted, offline, ChatGPT-like chatbot. Powered by Llama 2. 100% private, with no data leaving your device. New: Code Llama support! 2024-04-23T18:56:06Z
34 shell_gpt 10922 862 Python 85 A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently. 2025-04-11T08:40:09Z
35 petals 9644 560 Python 92 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading 2024-09-07T11:54:28Z
36 AstrBot 9384 638 Python 211 ✨ 易上手的多平台 LLM 聊天机器人及开发框架 ✨ 平台支持 QQ、QQ频道、Telegram、微信、企微、飞书、钉钉 | 知识库、MCP 服务器、OpenAI、DeepSeek、Gemini、硅基流动、月之暗面、Ollama、OneAPI、Dify 等。 WebUI。 2025-05-31T06:29:41Z
37 llama-cpp-python 9186 1141 Python 550 Python bindings for llama.cpp 2025-05-08T11:09:37Z
38 bisheng 8672 1420 TypeScript 109 BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more. 2025-05-30T12:24:12Z
39 TinyLlama 8518 537 Python 45 The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens. 2024-05-03T20:21:20Z
40 PowerInfer 8217 431 C++ 114 High-speed Large Language Model Serving for Local Deployment 2025-02-19T08:15:55Z
41 BELLE 8168 768 HTML 105 BELLE: Be Everyone’s Large Language model Engine(开源中文对话大模型) 2024-10-16T11:38:59Z
42 oumi 8133 602 Python 33 Easily fine-tune, evaluate and deploy Qwen3, DeepSeek-R1, Llama 4 or any open source LLM / VLM! 2025-06-01T18:19:08Z
43 reor 7966 479 JavaScript 106 Private & local AI personal knowledge management app for high entropy people. 2025-05-13T21:28:59Z
44 ipex-llm 7947 1352 Python 1167 Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, DeepSeek, Mixtral, Gemma, Phi, MiniCPM, Qwen-VL, MiniCPM-V, etc.) on Intel XPU (e.g., local PC with iGPU and NPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, vLLM, DeepSpeed, Axolotl, etc. 2025-05-30T09:14:02Z
45 inference 7945 675 Python 163 Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you’re empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop. 2025-05-30T11:41:55Z
46 ms-swift 7865 667 Python 768 Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 500+ LLMs (Qwen3, Qwen3-MoE, Llama4, InternLM3, DeepSeek-R1, …) and 200+ MLLMs (Qwen2.5-VL, Qwen2.5-Omni, Qwen2-Audio, Ovis2, InternVL3, Llava, GLM4v, Phi4, …) (AAAI 2025). 2025-06-01T08:38:17Z
47 llama-stack 7821 1044 Python 122 Composable building blocks to build Llama Apps 2025-06-01T05:11:47Z
48 langchain4j 7735 1418 Java 441 Java version of LangChain 2025-05-30T23:25:41Z
49 GPTCache 7570 534 Python 70 Semantic cache for LLMs. Fully integrated with LangChain and llama_index. 2024-09-18T02:05:21Z
50 open_llama 7498 401 None 37 OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset 2023-07-16T13:42:13Z
51 Chinese-LLaMA-Alpaca-2 7160 570 Python 1 中文LLaMA-2 & Alpaca-2大模型二期项目 + 64K超长上下文模型 (Chinese LLaMA-2 & Alpaca-2 LLMs with 64K long context models) 2024-09-23T02:52:19Z
52 llama-models 7045 1167 Python 116 Utilities intended for use with Llama models. 2025-05-07T18:02:56Z
53 promptfoo 6999 553 TypeScript 170 Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with command line and CI/CD integration. 2025-06-02T01:16:59Z
54 k8sgpt 6657 823 Go 77 Giving Kubernetes Superpowers to everyone 2025-05-31T13:51:08Z
55 lmdeploy 6442 551 Python 442 LMDeploy is a toolkit for compressing, deploying, and serving LLMs. 2025-05-30T03:58:56Z
56 Firefly 6423 579 Python 204 Firefly: 大模型训练工具,支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型 2024-10-24T02:27:42Z
57 lit-llama 6063 520 Python 109 Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed. 2024-09-06T11:38:12Z
58 llamacoder 6048 1432 TypeScript 44 Open source Claude Artifacts – built with Llama 3.1 405B 2025-04-08T15:15:38Z
59 LaWGPT 5975 553 Python 86 🎉 Repo for LaWGPT, Chinese-Llama tuned with Chinese Legal knowledge. 基于中文法律知识的大语言模型 2024-06-11T07:20:19Z
60 LLaMA-Adapter 5874 380 Python 107 [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters 2024-03-14T08:12:53Z
61 airllm 5779 458 Jupyter Notebook 112 AirLLM 70B inference with single 4GB GPU 2025-05-06T13:11:40Z
62 mergekit 5768 555 Python 212 Tools for merging pretrained large language models. 2025-05-20T05:28:45Z
63 serge 5721 399 Svelte 18 A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. 2025-05-30T08:51:48Z
64 Baichuan-7B 5686 504 Python 85 A large-scale 7B pretraining language model developed by BaiChuan-Inc. 2024-07-18T14:23:01Z
65 enchanted 5367 352 Swift 95 Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama. 2025-03-19T20:19:21Z
66 awesome-LLM-resources 5364 526 None 0 🧑‍🚀 全世界最好的LLM资料总结(视频生成、Agent、辅助编程、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world’s best LLM resources. 2025-05-25T03:19:23Z
67 llama-fs 5282 343 TypeScript 50 A self-organizing file system with llama 3 2025-02-18T01:58:14Z
68 Liger-Kernel 5125 342 Python 57 Efficient Triton Kernels for LLM Training 2025-06-02T01:49:05Z
69 YuE 5040 559 Python 64 YuE: Open Full-song Music Generation Foundation Model, something similar to Suno.ai but open 2025-05-15T07:04:03Z
70 llm-scraper 4912 284 TypeScript 5 Turn any webpage into structured data using LLMs 2025-05-18T11:11:18Z
71 llm-answer-engine 4899 765 TypeScript 25 Build a Perplexity-Inspired Answer Engine Using Next.js, Groq, Llama-3, Langchain, OpenAI, Upstash, Brave & Serper 2024-09-28T16:41:53Z
72 Huatuo-Llama-Med-Chinese 4785 479 Python 28 Repo for BenTsao [original name: HuaTuo (华驼)], Instruction-tuning Large Language Models with Chinese Medical Knowledge. 本草(原名:华驼)模型仓库,基于中文医学知识的大语言模型指令微调 2025-02-21T02:04:37Z
73 data-juicer 4495 241 Python 35 Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷 2025-05-30T17:26:19Z
74 tensorzero 4426 295 Rust 195 TensorZero creates a feedback loop for optimizing LLM applications — turning production data into smarter, faster, and cheaper models. 2025-06-02T02:01:12Z
75 h2o-llmstudio 4313 445 Python 37 H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ 2025-04-10T14:42:59Z
76 GPT-4-LLM 4304 306 HTML 13 Instruction Tuning with GPT-4 2023-06-11T13:40:30Z
77 llama-stack-apps 4245 625 None 20 Agentic components of the Llama Stack APIs 2025-04-30T18:01:33Z
78 g1 4217 378 Python 1 g1: Using Llama-3.1 70b on Groq to create o1-like reasoning chains 2025-01-27T18:36:13Z
79 llama-dl 4162 417 Shell 9 High-speed download of LLaMA, Facebook’s 65B parameter GPT model 2023-06-28T16:56:55Z
80 Chinese-Vicuna 4156 417 C 65 Chinese-Vicuna: A Chinese Instruction-following LLaMA-based Model —— 一个中文低资源的llama+lora方案,结构参考alpaca 2025-04-18T02:41:35Z
81 llama3-Chinese-chat 4149 339 Python 29 Llama3、Llama3.1 中文后训练版仓库 - 微调、魔改版本有趣权重 & 训练、推理、评测、部署教程视频 & 文档。 2025-05-07T06:09:40Z
82 llama_cloud_services 3992 419 Python 246 Knowledge Agents and Management in the Cloud 2025-06-01T21:33:57Z
83 MedicalGPT 3920 578 Python 46 MedicalGPT: Training Your Own Medical GPT Model with ChatGPT Training Pipeline. 训练医疗大模型,实现了包括增量预训练(PT)、有监督微调(SFT)、RLHF、DPO、ORPO、GRPO。 2025-05-31T09:42:10Z
84 smolvlm-realtime-webcam 3785 533 HTML 10 Real-time webcam demo with SmolVLM and llama.cpp server 2025-05-12T17:24:39Z
85 obsidian-smart-connections 3725 215 JavaScript 369 Chat with your notes & see links to related content with AI embeddings. Use local models or 100+ via APIs like Claude, Gemini, ChatGPT & Llama 3 2025-06-01T21:34:01Z
86 casibase 3680 432 Go 30 ⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-context-protocol)/A2A (agent-to-agent) management platform with admin UI, user management and Single-Sign-On⚡️, supports ChatGPT, Claude, Llama, Ollama, HuggingFace, etc., chat bot demo: https://ai.casibase.com, admin UI demo: https://ai-admin.casibase.com 2025-05-30T13:22:24Z
87 free-llm-api-resources 3511 309 Python 5 A list of free LLM inference resources accessible via API. 2025-06-01T08:36:23Z
88 llama-hub 3475 730 Jupyter Notebook 82 A library of data loaders for LLMs made by the community – to be used with LlamaIndex and/or LangChain 2024-03-01T15:17:16Z
89 zero_nlp 3464 407 Jupyter Notebook 100 中文nlp解决方案(大模型、数据、模型、训练、推理) 2025-06-01T00:15:23Z
90 paperless-ai 3448 128 JavaScript 11 An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents. 2025-05-27T18:01:34Z
91 PurpleLlama 3419 564 Python 7 Set of tools to assess and improve LLM security. 2025-05-30T16:58:57Z
92 higgsfield 3381 568 Jupyter Notebook 1 Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters 2024-05-25T17:43:07Z
93 langroid 3359 320 Python 55 Harness LLMs with Multi-Agent Programming 2025-05-25T19:48:46Z
94 transformerlab-app 3351 283 TypeScript 50 Open Source Application for Advanced LLM Engineering: interact, train, fine-tune, and evaluate large language models on your own computer. 2025-05-30T22:45:19Z
95 LangChain-ChatGLM-Webui 3265 494 Python 45 基于LangChain和ChatGLM-6B等系列LLM的针对本地知识库的自动问答 2024-04-15T15:03:05Z
96 lightllm 3264 257 Python 76 LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance. 2025-05-30T08:31:10Z
97 YAYI 3262 44 Python 0 雅意大模型:为客户打造安全可靠的专属大模型,基于大规模中英文多领域指令数据训练的 LlaMA 2 & BLOOM 系列模型,由中科闻歌算法团队研发。(Repo for YaYi Chinese LLMs based on LlaMA2 & BLOOM) 2024-01-17T07:37:16Z
98 LLamaSharp 3211 430 C# 37 A C#/.NET library to run LLM (🦙LLaMA/LLaVA) on your local device efficiently. 2025-05-31T23:32:36Z
99 InternGPT 3211 230 Python 19 InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统) 2024-08-20T12:51:03Z
100 llms-from-scratch-cn 3121 435 Jupyter Notebook 12 仅需Python基础,从0构建大语言模型;从0逐步构建GLM4\Llama3\RWKV6, 深入理解大模型原理 2024-08-15T02:19:06Z
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