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- 567-labs/instructor
structured outputs for llms
- DLR-RM/stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
- microsoft/LoRA
Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
- BasedHardware/omi
AI that sees your screen, listens to your conversations and tells you what to do
- apache/tvm
Open Machine Learning Compiler Framework
- EverMind-AI/EverOS
One portable memory layer for every AI agent: local-first, Markdown-native, user-owned, and self-evolving across apps, tools, and workflows.
- StarTrail-org/LEANN
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
- Data-Centric-AI-Community/fg-data-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
- Lightning-AI/litgpt
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
- huggingface/speech-to-speech
Build voice agents with open-source models
- xszyou/Fay
fay是一个帮助数字人（2.5d、3d、移动、pc、网页）或大语言模型（openai兼容、deepseek）连通业务系统的agent框架。
- YaoFANGUK/video-subtitle-remover
基于AI的图片/视频硬字幕去除、文本水印去除，无损分辨率生成去字幕、去水印后的图片/视频文件。无需申请第三方API，本地实现。AI-based tool for removing hard-coded subtitles and text-like watermarks from videos or Pictures.
- mrexodia/ida-pro-mcp
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
- 0x4m4/hexstrike-ai
HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.
- zai-org/CogVideo
text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)
- FareedKhan-dev/train-llm-from-scratch
A straightforward method for training your LLM, from downloading data to generating text.
- MorvanZhou/tutorials
机器学习相关教程
- multimodal-art-projection/YuE
YuE2: frontier music generation with symbolic planning, zero-shot covers, and agentic music editing.
- neuml/txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
- ShishirPatil/gorilla
Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)
- thuml/Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
- jacobgil/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
- PaddlePaddle/PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
- zalandoresearch/fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
- datawhalechina/all-in-rag
🔍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/
- jina-ai/clip-as-service
🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP
- The-Pocket/PocketFlow-Tutorial-Codebase-Knowledge
Pocket Flow: Codebase to Tutorial
- simonw/llm
Access large language models from the command-line
- Tracer-Cloud/opensre
The open-source agent for CI/CD reliability.
- datalab-to/chandra
OCR model that handles complex tables, forms, handwriting with full layout.