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transformers
๐ค Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and morediffusers
๐ค Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.datasets
๐ค The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation toolspeft
๐ค PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.candle
Minimalist ML framework for Rusttokenizers
๐ฅ Fast State-of-the-Art Tokenizers optimized for Research and Productiontrl
Train transformer language models with reinforcement learning.text-generation-inference
Large Language Model Text Generation Inferenceaccelerate
๐ A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed supportchat-ui
Open source codebase powering the HuggingChat appdeep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.alignment-handbook
Robust recipes to align language models with human and AI preferencesautotrain-advanced
๐ค AutoTrain Advanceddiffusion-models-class
Materials for the Hugging Face Diffusion Models Coursenotebooks
Notebooks using the Hugging Face libraries ๐คdistil-whisper
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.neuralcoref
โจFast Coreference Resolution in spaCy with Neural Networksknockknock
๐ชโKnock Knock: Get notified when your training ends with only two additional lines of codeswift-coreml-diffusers
Swift app demonstrating Core ML Stable Diffusionsafetensors
Simple, safe way to store and distribute tensorsoptimum
๐ Accelerate training and inference of ๐ค Transformers and ๐ค Diffusers with easy to use hardware optimization toolsawesome-papers
Papers & presentation materials from Hugging Face's internal science dayblog
Public repo for HF blog postssetfit
Efficient few-shot learning with Sentence Transformerstext-embeddings-inference
A blazing fast inference solution for text embeddings modelscourse
The Hugging Face course on Transformersevaluate
๐ค Evaluate: A library for easily evaluating machine learning models and datasets.transfer-learning-conv-ai
๐ฆ State-of-the-Art Conversational AI with Transfer Learningswift-coreml-transformers
Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!pytorch-openai-transformer-lm
๐ฅA PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAIcookbook
Open-source AI cookbookhuggingface_hub
All the open source things related to the Hugging Face Hub.Mongoku
๐ฅThe Web-scale GUI for MongoDBhuggingface.js
Utilities to use the Hugging Face Hub APIhmtl
๐HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLPgsplat.js
JavaScript Gaussian Splatting library.llm-vscode
LLM powered development for VSCodedatatrove
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.pytorch-pretrained-BigGAN
๐ฆA PyTorch implementation of BigGAN with pretrained weights and conversion scripts.torchMoji
๐A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etcnaacl_transfer_learning_tutorial
Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USAawesome-huggingface
๐ค A list of wonderful open-source projects & applications integrated with Hugging Face libraries.optimum-nvidia
nanotron
Minimalistic large language model 3D-parallelism trainingdataset-viewer
Lightweight web API for visualizing and exploring any dataset - computer vision, speech, text, and tabular - stored on the Hugging Face Hubtransformers-bloom-inference
Fast Inference Solutions for BLOOMexporters
Export Hugging Face models to Core ML and TensorFlow Litepytorch_block_sparse
Fast Block Sparse Matrices for Pytorchllm.nvim
LLM powered development for Neovimswift-transformers
Swift Package to implement a transformers-like API in Swiftnode-question-answering
Fast and production-ready question answering in Node.jslarge_language_model_training_playbook
An open collection of implementation tips, tricks and resources for training large language modelsllm-ls
LSP server leveraging LLMs for code completion (and more?)llm_training_handbook
An open collection of methodologies to help with successful training of large language models.swift-chat
Mac app to demonstrate swift-transformerstflite-android-transformers
DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo appscommunity-events
Place where folks can contribute to ๐ค community eventsnn_pruning
Prune a model while finetuning or training.text-clustering
Easily embed, cluster and semantically label text datasetsspeechbox
100-times-faster-nlp
๐100 Times Faster Natural Language Processing in Python - iPython notebookeducation-toolkit
Educational materials for universitiescontrolnet_aux
optimum-intel
๐ค Optimum Intel: Accelerate inference with Intel optimization toolsdatablations
Scaling Data-Constrained Language Modelsunity-api
open-muse
Open reproduction of MUSE for fast text2image generation.audio-transformers-course
The Hugging Face Course on Transformers for Audiohub-docs
Docs of the Hugging Face Hublighteval
LightEval is a lightweight LLM evaluation suite that Hugging Face has been using internally with the recently released LLM data processing library datatrove and LLM training library nanotron.quanto
A pytorch Quantization Toolkitsimulate
๐ข Creating and sharing simulation environments for embodied and synthetic data researchratchet
A cross-platform browser ML framework.optimum-benchmark
A unified multi-backend utility for benchmarking Transformers, Timm, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.hf_transfer
olm-datasets
Pipeline for pulling and processing online language model pretraining data from the webinstruction-tuned-sd
Code for instruction-tuning Stable Diffusion.optimum-neuron
Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.llm-swarm
Manage scalable open LLM inference endpoints in Slurm clustersOBELICS
Code used for the creation of OBELICS, an open, massive and curated collection of interleaved image-text web documents, containing 141M documents, 115B text tokens and 353M images.workshops
Materials for workshops on the Hugging Face ecosystemcosmopedia
api-inference-community
diffusion-fast
Faster generation with text-to-image diffusion models.diarizers
optimum-habana
Easy and lightning fast training of ๐ค Transformers on Habana Gaudi processor (HPU)sharp-transformers
A Unity plugin for using Transformers models in Unity.competitions
hf-hub
Rust client for the huggingface hub aiming for minimal subset of features over `huggingface-hub` python packageolm-training
Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.fuego
[WIP] A ๐ฅ interface for running code in the cloudtune
datasets-viewer
Viewer for the ๐ค datasets library.optimum-graphcore
Blazing fast training of ๐ค Transformers on Graphcore IPUspaper-style-guide
block_movement_pruning
Block Sparse movement pruningamused
doc-builder
The package used to build the documentation of our Hugging Face reposdata-measurements-tool
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