notebooks
Notebooks using the Hugging Face libraries π€
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transformers
π€ 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
π€ Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.datasets
π€ The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation toolspeft
π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.candle
Minimalist ML framework for Rusttrl
Train transformer language models with reinforcement learning.tokenizers
π₯ Fast State-of-the-Art Tokenizers optimized for Research and Productiontext-generation-inference
Large Language Model Text Generation Inferenceaccelerate
π 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 applerobot
π€ LeRobot: Making AI for Robotics more accessible with end-to-end learningalignment-handbook
Robust recipes to align language models with human and AI preferencesparler-tts
Inference and training library for high-quality TTS models.deep-rl-class
This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.autotrain-advanced
π€ AutoTrain Advanceddiffusion-models-class
Materials for the Hugging Face Diffusion Models Coursedistil-whisper
Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.neuralcoref
β¨Fast Coreference Resolution in spaCy with Neural Networkssafetensors
Simple, safe way to store and distribute tensorsknockknock
πͺβKnock Knock: Get notified when your training ends with only two additional lines of codetext-embeddings-inference
A blazing fast inference solution for text embeddings modelsspeech-to-speech
Speech To Speech: an effort for an open-sourced and modular GPT4-oswift-coreml-diffusers
Swift app demonstrating Core ML Stable Diffusionoptimum
π Accelerate training and inference of π€ Transformers and π€ Diffusers with easy to use hardware optimization toolssetfit
Efficient few-shot learning with Sentence Transformersblog
Public repo for HF blog postscourse
The Hugging Face course on Transformersawesome-papers
Papers & presentation materials from Hugging Face's internal science daydatatrove
Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.evaluate
π€ Evaluate: A library for easily evaluating machine learning models and datasets.transfer-learning-conv-ai
π¦ State-of-the-Art Conversational AI with Transfer Learningcookbook
Open-source AI cookbookswift-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
π₯A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAIhuggingface.js
Utilities to use the Hugging Face Hub APIhuggingface_hub
All the open source things related to the Hugging Face Hub.gsplat.js
JavaScript Gaussian Splatting library.Mongoku
π₯The Web-scale GUI for MongoDBllm-vscode
LLM powered development for VSCodehmtl
πHMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLPnanotron
Minimalistic large language model 3D-parallelism trainingpytorch-pretrained-BigGAN
π¦A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.torchMoji
πA pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etcoptimum-nvidia
awesome-huggingface
π€ A list of wonderful open-source projects & applications integrated with Hugging Face libraries.optimum-quanto
A pytorch quantization backend for optimumllm.nvim
LLM powered development for Neovimnaacl_transfer_learning_tutorial
Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USAdataset-viewer
Backend that powers the dataset viewer on Hugging Face dataset pages through a public API.swift-transformers
Swift Package to implement a transformers-like API in Swiftexporters
Export Hugging Face models to Core ML and TensorFlow Litellm-ls
LSP server leveraging LLMs for code completion (and more?)ratchet
A cross-platform browser ML framework.transformers-bloom-inference
Fast Inference Solutions for BLOOMlighteval
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.pytorch_block_sparse
Fast Block Sparse Matrices for Pytorchnode-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 modelsswift-chat
Mac app to demonstrate swift-transformersllm_training_handbook
An open collection of methodologies to help with successful training of large language models.text-clustering
Easily embed, cluster and semantically label text datasetscosmopedia
optimum-intel
π€ Optimum Intel: Accelerate inference with Intel optimization toolstflite-android-transformers
DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo appscommunity-events
Place where folks can contribute to π€ community eventscontrolnet_aux
nn_pruning
Prune a model while finetuning or training.speechbox
100-times-faster-nlp
π100 Times Faster Natural Language Processing in Python - iPython notebookeducation-toolkit
Educational materials for universitiestransformers.js-examples
A collection of π€ Transformers.js demos and example applicationsopen-muse
Open reproduction of MUSE for fast text2image generation.local-gemma
Gemma 2 optimized for your local machine.unity-api
audio-transformers-course
The Hugging Face Course on Transformers for Audiodatablations
Scaling Data-Constrained Language Modelshf_transfer
dataspeech
huggingface-llama-recipes
diarizers
optimum-benchmark
ποΈ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.hub-docs
Docs of the Hugging Face Hubllm-swarm
Manage scalable open LLM inference endpoints in Slurm clusterssam2-studio
optimum-neuron
Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.data-is-better-together
Let's build better datasets, together!instruction-tuned-sd
Code for instruction-tuning Stable Diffusion.simulate
π’ Creating and sharing simulation environments for embodied and synthetic data researchOBELICS
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.diffusion-fast
Faster generation with text-to-image diffusion models.olm-datasets
Pipeline for pulling and processing online language model pretraining data from the webapi-inference-community
jat
General multi-task deep RL Agentworkshops
Materials for workshops on the Hugging Face ecosystemcoreml-examples
Swift Core ML Exampleschug
Minimal sharded dataset loaders, decoders, and utils for multi-modal document, image, and text datasets.optimum-habana
Easy and lightning fast training of π€ Transformers on Habana Gaudi processor (HPU)sharp-transformers
A Unity plugin for using Transformers models in Unity.hf-hub
Rust client for the huggingface hub aiming for minimal subset of features over `huggingface-hub` python packageLove Open Source and this site? Check out how you can help us