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Awesome List
A curated list of awesome LLM frameworks, libraries and software.
GitHub stars and default-branch commits for uhub/awesome-llm.
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Pocket Flow: Codebase to Tutorial
Access large language models from the command-line
Go ahead and axolotl questions
The official GitHub page for the survey paper "A Survey of Large Language Models".
🔍大模型应用开发实战一:RAG 技术全栈指南,在线阅读地址:https://datawhalechina.github.io/all-in-rag/
A straightforward method for training your LLM, from downloading data to generating text.
Retrieval and Retrieval-augmented LLMs
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
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/
LMCache: Supercharge Your LLM with the Fastest KV Cache Layer
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
QLoRA: Efficient Finetuning of Quantized LLMs
利用 AI 大模型,一键解说并剪辑视频
https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成
A collection of GPT system prompts and various prompt injection/leaking knowledge.
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
MiniCPM5: SOTA on-device LLMs, small yet powerful.
Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.
A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).
Build, Manage and Deploy AI/ML Systems
[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型
Cybersecurity AI (CAI), the framework for AI Security
"AutoAgent: Fully-Automated and Zero-Code LLM Agent Framework"
High-speed Large Language Model Serving for Local Deployment
UFO³: Weaving the Digital Agent Galaxy
🐚 Python-powered shell. Full-featured, cross-platform and AI-friendly.
Automate your mobile devices with natural language commands - an LLM agnostic mobile Agent 🤖
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.
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
the LLM vulnerability scanner
LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
Running large language models on a single GPU for throughput-oriented scenarios.
Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
智能闲鱼客服机器人系统:专为闲鱼平台打造的AI值守解决方案,实现闲鱼平台7×24小时自动化值守,支持多专家协同决策、智能议价和上下文感知对话。
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, RAG, and support for 100+ LLMs.
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.
Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
vits2 backbone with multilingual-bert
FreeAskInternet is a completely free, PRIVATE and LOCALLY running search aggregator & answer generate using MULTI LLMs, without GPU needed. The user can ask a question and the system will make a multi engine search and combine the search result to LLM and generate the answer based on search results. It's all FREE to use.
👀 Train a 65M-parameter VLM from scratch in just 2h!
Build effective agents using Model Context Protocol and simple workflow patterns
An Autonomous LLM Agent for Complex Task Solving
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.