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Best Open Source llama Libraries

A curated list of the most popular GitHub repositories tagged with llama. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1ollama/ollama

Get up and running with Kimi-K2.5, GLM-5, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

165,352Go
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#2vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

73,416Python
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#3hiyouga/LlamaFactory

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

68,588Python
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#4unslothai/unsloth

Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.

54,106Python
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#5mudler/LocalAI

:robot: The free, Open Source alternative to OpenAI, Claude and others. Self-hosted and local-first. Drop-in replacement, running on consumer-grade hardware. No GPU required. Runs gguf, transformers, diffusers and many more. Features: Generate Text, MCP, Audio, Video, Images, Voice Cloning, Distributed, P2P and decentralized inference

43,766Go
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#6Aider-AI/aider

aider is AI pair programming in your terminal

42,046Python
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#7chatchat-space/Langchain-Chatchat

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

37,542Python
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#8fishaudio/fish-speech

SOTA Open Source TTS

27,926Python
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#9sgl-project/sglang

SGLang is a high-performance serving framework for large language models and multimodal models.

26,081Python
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#10AstrBotDevs/AstrBot

Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

25,496Python
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#11ymcui/Chinese-LLaMA-Alpaca

中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs)

18,970Python
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#12meta-llama/llama-cookbook

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

18,258Jupyter Notebook
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#13cheahjs/free-llm-api-resources

A list of free LLM inference resources accessible via API.

16,049Python
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#14GaiZhenbiao/ChuanhuChatGPT

GUI for ChatGPT API and many LLMs. Supports agents, file-based QA, GPT finetuning and query with web search. All with a neat UI.

15,369Python
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#15LlamaFamily/Llama-Chinese

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

14,739Python
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#16xorbitsai/inference

Swap GPT for any LLM by changing a single line of code. Xinference lets you run open-source, speech, and multimodal models on cloud, on-prem, or your laptop — all through one unified, production-ready inference API.

9,135Python
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#17oumi-ai/oumi

Easily fine-tune, evaluate and deploy gpt-oss, Qwen3, DeepSeek-R1, or any open source LLM / VLM!

8,911Python
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#18Tiiny-AI/PowerInfer

High-speed Large Language Model Serving for Local Deployment

8,830C++
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#19shibing624/MedicalGPT

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。

5,262Python
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#20SCIR-HI/Huatuo-Llama-Med-Chinese

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

4,943Python
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#21h2oai/h2o-llmstudio

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

4,900Python
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#22transformerlab/transformerlab-app

The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters.

4,825Python
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#23AAswordman/Operit

The most powerful AI agent and AI chat software on Android/Operit是一款Android上能力最为强大的AI Agent

4,171Kotlin
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#24tenstorrent/tt-metal

:metal: TT-NN operator library, and TT-Metalium low level kernel programming model.

1,415C++
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#25alibaba/rtp-llm

RTP-LLM: Alibaba's high-performance LLM inference engine for diverse applications.

1,095Cuda
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#26superiorlu/AITreasureBox

🤖 Automatically collected AI repos, tools, websites, papers & tutorials. 实用AI百宝箱 💎

787Ruby
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#27kaito-project/aikit

🏗️ Fine-tune, build, and deploy open-source LLMs easily!

518Go
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#28tak-bro/aicommit2

A Reactive CLI that generates commit messages for Git and Jujutsu with Ollama, ChatGPT, Gemini, Claude, Mistral and other AI

508TypeScript
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#29invergent-ai/surogate

Training/Fine-tuning at the speed of light

170C++
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