标签:GGUF
162 条| # | 仓库 | 分类 | Stars | 最近推送 |
|---|---|---|---|---|
| 1 | ollama/ollama 把「本地跑大模型」压缩成一条命令,最适合做原型和日常使用 | 大模型推理服务 | 187k | 2026-11-10 22:54 UTC |
| 2 | vllm-project/vllm 单卡也能压榨出高吞吐的 LLM 推理引擎,PagedAttention 基本成了行业标准 | 大模型推理服务 | 97k | 2026-11-10 17:01 UTC |
| 3 | unslothai/unsloth Local UI to run and train LLMs and diffusion models. Supports GGUF, MLX, Qwen3.8, DeepSeek-V4.1, MiniMax-H3, Gemma 4, FLUX and more. | 参数高效微调 | 79k | 2026-11-10 17:09 UTC |
| 4 | hiyouga/LlamaFactory Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024) | 训练框架 | 76k | 2026-11-10 11:46 UTC |
| 5 | mudler/LocalAI LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. | 分布式训练 | 50k | 2026-11-10 17:07 UTC |
| 6 | Aider-AI/aider aider is AI pair programming in your terminal | 编码 Agent | 50k | 2026-05-22 14:02 UTC |
| 7 | AstrBotDevs/AstrBot AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨ | Agent 框架 | 47k | 2026-11-10 13:45 UTC |
| 8 | lyogavin/airllm AirLLM 2.8T LLM inference with single 4GB GPU | 参数高效微调 | 42k | 2026-11-10 06:14 UTC |
| 9 | AlexsJones/llmfit Hundreds of models & providers. One command to find what runs on your hardware. | 量化 | 39k | 2026-11-10 10:03 UTC |
| 10 | chatchat-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 | 向量化 / 重排服务 | 39k | 2025-11-10 09:27 UTC |
| 11 | sgl-project/sglang 前缀复用做得最好的推理框架,RAG 与多轮对话场景吞吐明显占优 | 大模型推理服务 | 39k | 2026-11-10 17:19 UTC |
| 12 | fishaudio/fish-speech SOTA Open Source TTS | 语音 | 34k | 2026-11-02 20:02 UTC |
| 13 | yamadashy/repomix 📦 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. | 开发库 / 框架 | 29k | 2026-11-08 08:56 UTC |
| 14 | haotian-liu/LLaVA [NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond. | 视觉语言模型 | 25k | 2024-08-12 09:52 UTC |
| 15 | AiHubCN/Awesome-Chinese-LLM 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。 | 训练框架 | 23k | 2026-05-10 05:03 UTC |
| 16 | ymcui/Chinese-LLaMA-Alpaca 中文LLaMA&Alpaca大语言模型+本地CPU/GPU训练部署 (Chinese LLaMA & Alpaca LLMs) | 参数高效微调 | 19k | 2026-04-19 00:58 UTC |
| 17 | meta-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 | 零代码微调平台 | 19k | 2026-05-19 18:42 UTC |
| 18 | GaiZhenbiao/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. | 大模型推理服务 | 15k | 2026-09-16 11:44 UTC |
| 19 | langchain4j/langchain4j LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot. | 向量化 / 重排服务 | 13k | 2026-11-10 16:14 UTC |
| 20 | multimodal-art-projection/YuE YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing. | 语音 | 13k | 2026-11-01 05:46 UTC |
| 21 | PaddlePaddle/PaddleNLP Easy-to-use and powerful LLM and SLM library with awesome model zoo. | 量化 | 13k | 2026-05-23 02:54 UTC |
| 22 | bentoml/OpenLLM Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud. | 零代码微调平台 | 13k | 2026-11-09 17:03 UTC |
| 23 | TheR1D/shell_gpt A command-line productivity tool powered by AI large language models like GPT-5, will help you accomplish your tasks faster and more efficiently. | 12k | 2026-07-02 06:03 UTC | |
| 24 | ludwig-ai/ludwig Low-code framework for building custom LLMs, neural networks, and other AI models | 零代码微调平台 | 12k | 2026-11-09 21:43 UTC |
| 25 | tensorzero/tensorzero TensorZero is an open-source LLMOps platform that unifies an LLM gateway, observability, evaluation, optimization, and experimentation. | LLM 可观测 | 12k | 2026-06-11 01:48 UTC |
| 26 | MakazhanAlpamys/Soup Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU. | 零代码微调平台 | 10k | 2026-11-10 13:43 UTC |
| 27 | Tiiny-AI/PowerInfer High-speed Large Language Model Serving for Local Deployment | 大模型推理服务 | 9.9k | 2026-05-11 06:48 UTC |
| 28 | AAswordman/Operit The most powerful AI agent and AI chat software on Android/Operit是一款Android上能力最为强大、发展最久的AI Agent | Agent 框架 | 9.5k | 2026-11-08 13:16 UTC |
| 29 | oumi-ai/oumi Easily fine-tune (SFT/RL), evaluate, and deploy Qwen, Gemma, or any open agentic LLM/VLM! | 零代码微调平台 | 9.4k | 2026-11-10 17:00 UTC |
| 30 | WangRongsheng/awesome-LLM-resources 🧑🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、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. | RAG 框架 | 9.1k | 2026-11-01 12:01 UTC |
| 31 | k8sgpt-ai/k8sgpt Giving Kubernetes Superpowers to everyone | 容器 / Kubernetes | 8.3k | 2026-11-10 07:15 UTC |
| 32 | zilliztech/GPTCache Semantic cache for LLMs. Fully integrated with LangChain and llama_index. | 向量数据库 | 8.2k | 2026-09-22 08:26 UTC |
| 33 | InternLM/lmdeploy LMDeploy is a toolkit for compressing, deploying, and serving LLMs. | 大模型推理服务 | 8.1k | 2026-11-10 03:30 UTC |
| 34 | arcee-ai/mergekit Tools for merging pretrained large language models. | 7.4k | 2026-10-31 13:28 UTC | |
| 35 | ymcui/Chinese-LLaMA-Alpaca-2 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) | 推理加速 | 7.1k | 2026-04-19 00:58 UTC |
| 36 | mishushakov/llm-scraper Turn any webpage into structured data using LLMs | 电脑 / 浏览器 Agent | 7.0k | 2026-10-26 08:02 UTC |
| 37 | linkedin/Liger-Kernel Efficient Triton Kernels for LLM Training | GPU 算子 / 通信 | 6.7k | 2026-11-10 16:57 UTC |
| 38 | higgsfield-ai/higgsfield Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters | 分布式训练 | 6.3k | 2026-10-26 23:17 UTC |
| 39 | mostlygeek/llama-swap Reliable model swapping for any local AI server. Chosen by thousands of users. Batteries included. If we don't have it, you probably don't need it. | 6.2k | 2026-11-10 15:40 UTC | |
| 40 | lemonade-sdk/lemonade Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk | 大模型推理服务 | 6.2k | 2026-11-10 16:46 UTC |
| 41 | Michael-A-Kuykendall/shimmy ⚡ Pure-Rust WebGPU inference engine — OpenAI-API compatible, GGUF native, runs on any GPU. No Python. No llama.cpp. Single binary. | 量化 | 6.0k | 2026-11-09 18:48 UTC |
| 42 | gluonfield/enchanted Enchanted is iOS and macOS app for chatting with private self hosted language models such as Llama2, Mistral or Vicuna using Ollama. | 大模型推理服务 | 6.0k | 2026-07-07 19:34 UTC |
| 43 | gpustack/gpustack A GPU cluster manager for high-performance AI model serving (vLLM, SGLang) and on-demand SSH-accessible GPU instances. | 国产 NPU | 6.0k | 2026-11-10 14:54 UTC |
| 44 | clusterzx/paperless-ai 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. | 自动化工具 | 6.0k | 2026-11-10 07:45 UTC |
| 45 | shibing624/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。 | 后训练 / RLHF | 5.9k | 2026-09-15 13:46 UTC |
| 46 | serge-chat/serge A web interface for chatting with Alpaca through llama.cpp. Fully dockerized, with an easy to use API. | 容器 / Kubernetes | 5.7k | 2025-11-21 08:07 UTC |
| 47 | transformerlab/transformerlab-app The open source research environment for AI researchers to seamlessly train, evaluate, and scale models from local hardware to GPU clusters. | 图像生成 | 5.2k | 2026-11-05 09:32 UTC |
| 48 | h2oai/h2o-llmstudio H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/ | 零代码微调平台 | 5.2k | 2026-11-09 19:27 UTC |
| 49 | datawhalechina/tiny-universe 《大模型白盒子构建指南》:一个全手搓的Tiny-Universe | RAG 框架 | 5.1k | 2026-02-12 02:00 UTC |
| 50 | SCIR-HI/Huatuo-Llama-Med-Chinese Repo for BenCao [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 | 训练框架 | 5.0k | 2026-07-04 05:56 UTC |