huggingface/transformers
๐ค Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
Transformers, Diffusers, Accelerate, TRL, and the AI community hub
๐ค Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
๐ค The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools
Easy and lightning fast training of ๐ค Transformers on Habana Gaudi processor (HPU)
Large Language Model Text Generation Inference
This repo contains the Hugging Face Deep Reinforcement Learning Course.
๐ค Evaluate: A library for easily evaluating machine learning models and datasets.
Minimalistic large language model 3D-parallelism training
A blazing fast inference solution for text embeddings models
Build local voice agents with open-source models
This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord
The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
The open source codebase powering HuggingChat
Robust recipes to align language models with human and AI preferences
๐ค Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
๐ค PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
The Hugging Face course on Transformers
๐ Accelerate inference and training of ๐ค Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
State-of-the-art Machine Learning for the web. Run ๐ค Transformers directly in your browser, with no need for a server!
๐ค A list of wonderful open-source projects & applications integrated with Hugging Face libraries.
Collection of scripts and notebooks for OpenAI's latest GPT OSS models
This repository contains the Hugging Face Agents Course.
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.
The official Python client for the Hugging Face Hub.
Swift Package to implement a transformers-like API in Swift
A collection of ๐ค Transformers.js demos and example applications
Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
๐ฅ Fast State-of-the-Art Tokenizers optimized for Research and Production
Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!
Train transformer language models with reinforcement learning.
Efficient few-shot learning with Sentence Transformers
An API-compatible, drop-in replacement for Apple's Foundation Models framework with support for custom language model providers.
LSP server leveraging LLMs for code completion (and more?)
Faster generation with text-to-image diffusion models.
Use AI Agents directly in Blender.
Blazing fast training of ๐ค Transformers on Graphcore IPUs
๐ฆA PyTorch implementation of BigGAN with pretrained weights and conversion scripts.
An open collection of implementation tips, tricks and resources for training large language models
An open collection of methodologies to help with successful training of large language models.
The Hugging Face Course on Transformers for Audio
๐ฅA PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI
๐ค AutoTrain Advanced
Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!
Backend that powers the dataset viewer on Hugging Face dataset pages through a public API.
Build, enrich, and transform datasets using AI models with no code
๐ชโKnock Knock: Get notified when your training ends with only two additional lines of code
๐ฆ State-of-the-Art Conversational AI with Transfer Learning
Let's build better datasets, together!
DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps
Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA
๐ค Optimum Intel: Accelerate inference with Intel optimization tools
Mac app to demonstrate swift-transformers
Use Hugging Face with JavaScript
Docs of the Hugging Face Hub
๐HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
Fast Inference Solutions for BLOOM
Scalable and memory-optimized training of diffusion models
Materials for the Hugging Face Diffusion Models Course
โจFast Coreference Resolution in spaCy with Neural Networks
๐A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc