21 Lessons, Get Started Building with Generative AI

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

CVPR 2025 论文和开源项目合集

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

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

Machine Learning Engineering Open Book

State-of-the-art Machine Learning for the web. Run 🤗 Transformers directly in your browser, with no need for a server!

Ongoing research training transformer models at scale

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows

This repository contains demos I made with the Transformers library by HuggingFace.

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

A PyTorch-based Speech Toolkit

💥 Fast State-of-the-Art Tokenizers optimized for Research and Production

Open source real-time translation app for Android that runs locally

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!