Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator (SynthDoG), ECCV 2022

An efficient Python implementation of the Apriori algorithm.

DSPy: The framework for programming—not prompting—language models

MiVOLO age & gender transformer neural network

Pruna is a model optimization framework built for developers, enabling you to deliver faster, more efficient models with minimal overhead.

Make websites accessible for AI agents

Material for gpu-mode lectures

Get your documents ready for gen AI

Supercharge Your Model Training

Fully open reproduction of DeepSeek-R1

🐻 Lours, the pandas companion

Evaluating Data Attribution for Text-to-Image Models: a visual data attribution benchmark for evaluating and learning training image influences.

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

An extremely fast Python package and project manager, written in Rust.

container image to single executable compiler

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Structured Text Generation

Siege is an http load tester and benchmarking utility

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

Monitor and restart unhealthy docker containers.

MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.

LLM101n: Let's build a Storyteller

Tool for automating common video key-frame extraction, video compression and Image Auto-crop/Image-resize tasks

 "Wheel click" with three-finger click/tap for Trackpad and Magic Mouse.

Recipes for shrinking, optimizing, customizing cutting edge vision models. 💜

Finetune Llama 4, DeepSeek-R1, Gemma 3 & Reasoning LLMs 2x faster with 70% less memory! 🦥