Stars
A unified library of SOTA model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. It compresses deep learning models for downstream deployment frameworks …
Windows Calculator: A simple yet powerful calculator that ships with Windows
A collection of token reduction (token pruning, merging, clustering, etc.) techniques for ML/AI
Accessible large language models via k-bit quantization for PyTorch.
LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
MulimgViewer is a multi-image viewer that can open multiple images in one interface, which is convenient for image comparison and image stitching.
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
[IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends
Get started with building Fullstack Agents using Gemini 2.5 and LangGraph
This repository contains the Hugging Face Agents Course.
Brevitas: neural network quantization in PyTorch
ReLE评测:中文AI大模型能力评测(持续更新):目前已囊括359个大模型,覆盖chatgpt、gpt-5.2、o4-mini、谷歌gemini-3-pro、Claude-4.6、文心ERNIE-X1.1、ERNIE-5.0、qwen3-max、qwen3.5-plus、百川、讯飞星火、商汤senseChat等商用模型, 以及step3.5-flash、kimi-k2.5、ernie4.5、…
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
🏅 Collection of Kaggle Solutions and Ideas 🏅
Explore the world of 3D graphics and visualization with VTK examples in Python.
An open-source RAG-based tool for chatting with your documents.
基于Dify自主创建的AI应用DSL工作流,你可以免费获取,无论是出于个人需求还是学习目的,它都能为您开启一段充满无限可能的智能之旅。
🔥 比libevent/libuv/asio更易用的网络库。A c/c++ network library for developing TCP/UDP/SSL/HTTP/WebSocket/MQTT client/server.
FlexRAG: A RAG Framework for Information Retrieval and Generation.
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
Awesome Knowledge Distillation
推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/
🧠 纯原生 Python 实现的 RAG 框架 | FAISS + BM25 混合检索 | 支持 Ollama / SiliconFlow | 适合新手入门学习
solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning