Hugging Face

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Transformers, Diffusers, Accelerate, TRL, and the AI community hub

Repos 59
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59
Total Repos
454.3k
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Projects (59)

TR

huggingface/transformers

🤗 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.

Trend 22
audio deep-learning deepseek gemma glm hacktoberfest llm machine-learning model-hub natural-language-processing nlp pretrained-models python pytorch pytorch-transformers qwen speech-recognition transformer vlm
159.0k 32.8k +53/wk
GitHub HuggingFace PyPI arxiv 4-source
DA

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

Trend 22
ai artificial-intelligence computer-vision dataset-hub datasets deep-learning huggingface llm machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow
21.4k 3.2k +1/wk
GitHub HuggingFace PyPI 3-source
OH

huggingface/optimum-habana

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

Trend 3
bert fine-tuning habana hpu transformers
209 271 +0/wk
GitHub
AH

huggingface/awesome-huggingface

🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.

Trend 3
awesome awesome-list huggingface machine-learning nlp transformers
1.1k 102 +0/wk
GitHub
GO

huggingface/gpt-oss-recipes

Collection of scripts and notebooks for OpenAI's latest GPT OSS models

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502 52 +0/wk
GitHub
CU

huggingface/chat-ui

The open source codebase powering HuggingChat

Trend 3
chatgpt hacktoberfest huggingface llm svelte svelte-kit sveltekit tailwindcss typescript
10.6k 1.6k +1/wk
GitHub
AH

huggingface/alignment-handbook

Robust recipes to align language models with human and AI preferences

Trend 3
llm rlhf transformers
5.6k 480 +1/wk
GitHub
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huggingface/evaluate

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

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evaluation machine-learning
2.4k 313 +0/wk
GitHub
HH

huggingface/huggingface_hub

The official Python client for the Hugging Face Hub.

Trend 3
deep-learning hacktoberfest machine-learning model-hub models natural-language-processing pretrained-models pytorch
3.5k 983 +3/wk
GitHub
CV

huggingface/computer-vision-course

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

Trend 3
computer-vision convolutional-neural-networks generative-ai neural-networks transformers
813 238 +1/wk
GitHub
DI

huggingface/diffusers

🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.

Trend 3
deep-learning diffusion flux image-generation image2image image2video latent-diffusion-models pytorch qwen-image score-based-generative-modeling stable-diffusion stable-diffusion-diffusers text2image text2video video2video
33.3k 6.9k +1/wk
GitHub HuggingFace PyPI 3-source
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huggingface/swift-transformers

Swift Package to implement a transformers-like API in Swift

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1.3k 174 +2/wk
GitHub
TO

huggingface/tokenizers

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

Trend 3
bert gpt language-model natural-language-processing natural-language-understanding nlp transformers
10.6k 1.1k +3/wk
GitHub
NA

huggingface/nanotron

Minimalistic large language model 3D-parallelism training

Trend 3
2.6k 292 +0/wk
GitHub
EG

huggingface/evaluation-guidebook

Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

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evaluation evaluation-metrics guidebook large-language-models llm machine-learning tutorial
2.1k 122 +1/wk
GitHub
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huggingface/transformers.js-examples

A collection of 🤗 Transformers.js demos and example applications

Trend 3
transformers transformersjs
2.0k 235 +3/wk
GitHub
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huggingface/peft

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

Trend 3
adapter diffusion fine-tuning llm lora parameter-efficient-learning peft python pytorch transformers
20.9k 2.2k +1/wk
GitHub HuggingFace PyPI 3-source
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huggingface/lighteval

Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends

Trend 3
evaluation evaluation-framework evaluation-metrics huggingface
2.4k 449 +0/wk
GitHub
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huggingface/text-embeddings-inference

A blazing fast inference solution for text embeddings models

Trend 3
ai embeddings huggingface llm ml
4.7k 378 +5/wk
GitHub
CO

huggingface/course

The Hugging Face course on Transformers

Trend 3
deep-learning hacktoberfest nlp transformers
3.8k 1.3k +1/wk
GitHub
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huggingface/trl

Train transformer language models with reinforcement learning.

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18.0k 2.6k +9/wk
GitHub HuggingFace PyPI 3-source
PI

huggingface/pytorch-image-models

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

Trend 3
augmix convnext distributed-training efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training optimizer pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
36.6k 5.1k +4/wk
GitHub HuggingFace 2-source
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huggingface/agents-course

This repository contains the Hugging Face Agents Course.

Trend 3
agentic-ai agents course huggingface langchain llamaindex smolagents
27.7k 2.0k +21/wk
GitHub HuggingFace 2-source
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huggingface/speech-to-speech

Build local voice agents with open-source models

Trend 3
ai assistant language-model machine-learning python speech speech-synthesis speech-to-text speech-translation
4.6k 540 +1/wk
GitHub
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huggingface/transformers.js

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

Trend 3
browser javascript transformers webml
15.8k 1.1k +6/wk
GitHub
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huggingface/deep-rl-class

This repo contains the Hugging Face Deep Reinforcement Learning Course.

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deep-learning deep-reinforcement-learning reinforcement-learning reinforcement-learning-excercises
4.8k 782 +1/wk
GitHub
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huggingface/text-generation-inference

Large Language Model Text Generation Inference

Trend 3
bloom deep-learning falcon gpt inference nlp pytorch starcoder transformer
10.8k 1.3k +1/wk
GitHub
DW

huggingface/distil-whisper

Distilled variant of Whisper for speech recognition. 6x faster, 50% smaller, within 1% word error rate.

Trend 3
audio speech-recognition whisper
4.1k 351 +0/wk
GitHub
OP

huggingface/optimum

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

Trend 3
graphcore habana inference intel onnx onnxruntime optimization pytorch quantization tflite training transformers
3.4k 633 +0/wk
GitHub
AI

huggingface/aisheets

Build, enrich, and transform datasets using AI models with no code

Trend 0
New Signal
ai llm-evaluation llms nocode oss synthetic-data
1.6k 134 +0/wk
GitHub
TO

huggingface/torchMoji

😇A pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc

Trend 0
deep-learning machine-learning natural-language-processing python pytorch
921 188 +0/wk
GitHub
TL

huggingface/transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

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chatbots deep-learning dialog gpt gpt-2 neural-networks nlp pytorch transfer-learning
1.8k 431 +0/wk
GitHub
AN

huggingface/AnyLanguageModel

An API-compatible, drop-in replacement for Apple's Foundation Models framework with support for custom language model providers.

Trend 0
818 65 +0/wk
GitHub
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huggingface/naacl_transfer_learning_tutorial

Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA

Trend 0
naacl nlp transfer-learning tutorial
722 121 +0/wk
GitHub
SC

huggingface/swift-coreml-transformers

Swift Core ML 3 implementations of GPT-2, DistilGPT-2, BERT, and DistilBERT for Question answering. Other Transformers coming soon!

Trend 0
1.7k 175 +0/wk
GitHub
AA

huggingface/autotrain-advanced

🤗 AutoTrain Advanced

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autotrain deep-learning huggingface machine-learning natural-language-processing natural-language-understanding python
4.6k 628 -1/wk
GitHub
DV

huggingface/dataset-viewer

Backend that powers the dataset viewer on Hugging Face dataset pages through a public API.

Trend 0
api-rest data datasets huggingface machine-learning nlp
856 110 +0/wk
GitHub
DI

huggingface/data-is-better-together

Let's build better datasets, together!

Trend 0
community datasets human-feedback machine-learning
271 29 +0/wk
GitHub
TA

huggingface/tflite-android-transformers

DistilBERT / GPT-2 for on-device inference thanks to TensorFlow Lite with Android demo apps

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android nlp tensorflow tensorflow-lite transformers
420 86 +0/wk
GitHub
SC

huggingface/swift-chat

Mac app to demonstrate swift-transformers

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598 50 +0/wk
GitHub
TB

huggingface/transformers-bloom-inference

Fast Inference Solutions for BLOOM

Trend 0
bloom huggingface-transformers nlp pytorch
566 112 +0/wk
GitHub
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huggingface/neuralcoref

✨Fast Coreference Resolution in spaCy with Neural Networks

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coreference coreference-resolution machine-learning neural-networks nlp python pytorch spacy spacy-extension spacy-pipeline
2.9k 471 +0/wk
GitHub
HD

huggingface/hub-docs

Docs of the Hugging Face Hub

Trend 0
hacktoberfest machine-learning
533 437 +0/wk
GitHub
OG

huggingface/optimum-graphcore

Blazing fast training of 🤗 Transformers on Graphcore IPUs

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fine-tuning graphcore machine-learning pytorch training transformers
87 33 +0/wk
GitHub
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huggingface/finetrainers

Scalable and memory-optimized training of diffusion models

Trend 0
ai art artificial-intelligence diffusers diffusion diffusion-models pytorch transformers
1.3k 139 +0/wk
GitHub
DF

huggingface/diffusion-fast

Faster generation with text-to-image diffusion models.

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diffusers diffusion-models pytorch sdxl text-to-image-generation
232 16 +0/wk
GitHub
KN

huggingface/knockknock

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

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computer-vision cv deep-learning machine-learning natural-language-processing neural-networks nlp nlproc python python36 train
2.8k 227 +0/wk
GitHub
OI

huggingface/optimum-intel

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

Trend 0
diffusers distillation inference intel onnx openvino optimization pruning quantization transformers
561 215 +0/wk
GitHub
HM

huggingface/hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP

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multi-task-learning natural-language-processing nlp pytorch
1.2k 145 +0/wk
GitHub
LT

huggingface/llm_training_handbook

An open collection of methodologies to help with successful training of large language models.

Trend 0
cuda large-language-models llm nccl nlp performance python pytorch scalability troubleshooting
557 44 +0/wk
GitHub
LL

huggingface/llm-ls

LSP server leveraging LLMs for code completion (and more?)

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ai code-generation huggingface ide llamacpp llm lsp lsp-server openai self-hosted
865 69 +0/wk
GitHub
PO

huggingface/pytorch-openai-transformer-lm

🐥A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

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language-model neural-networks openai pytorch transformer
1.5k 283 +0/wk
GitHub
DM

huggingface/diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

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4.3k 493 -1/wk
GitHub
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huggingface/large_language_model_training_playbook

An open collection of implementation tips, tricks and resources for training large language models

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cuda large-language-models llm nccl nlp performance python pytorch scalability troubleshooting
496 22 +0/wk
GitHub
AT

huggingface/audio-transformers-course

The Hugging Face Course on Transformers for Audio

Trend 0
audio deep-learning hacktoberfest transformers
490 151 +0/wk
GitHub
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huggingface/setfit

Efficient few-shot learning with Sentence Transformers

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few-shot-learning nlp sentence-transformers
2.7k 256 +0/wk
GitHub
ME

huggingface/meshgen

Use AI Agents directly in Blender.

Trend 0
852 70 +0/wk
GitHub
PP

huggingface/pytorch-pretrained-BigGAN

🦋A PyTorch implementation of BigGAN with pretrained weights and conversion scripts.

Trend 0
artificial-intelligence biggan computer-vision gan generative-adversarial-network neural-network pytorch
1.0k 178 +0/wk
GitHub
HU

huggingface/huggingface.js

Use Hugging Face with JavaScript

Trend 0
api-client hub huggingface inference machine-learning
2.4k 663 -1/wk
GitHub