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Projects in Awesome Lists by huggingface

A curated list of projects in awesome lists by huggingface .

https://github.com/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

augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models

Last synced: 16 Dec 2024

https://github.com/huggingface/datasets

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

computer-vision datasets deep-learning hacktoberfest machine-learning natural-language-processing nlp numpy pandas pytorch speech tensorflow

Last synced: 16 Dec 2024

https://github.com/huggingface/peft

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

adapter diffusion llm lora parameter-efficient-learning python pytorch transformers

Last synced: 16 Dec 2024

https://github.com/huggingface/candle

Minimalist ML framework for Rust

Last synced: 16 Dec 2024

https://github.com/huggingface/transformers.js

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

browser javascript transformers webml

Last synced: 16 Dec 2024

https://github.com/huggingface/tokenizers

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

bert gpt language-model natural-language-processing natural-language-understanding nlp transformers

Last synced: 30 Oct 2024

https://github.com/huggingface/text-generation-inference

Large Language Model Text Generation Inference

bloom deep-learning falcon gpt inference nlp pytorch starcoder transformer

Last synced: 16 Dec 2024

https://github.com/huggingface/trl

Train transformer language models with reinforcement learning.

Last synced: 25 Oct 2024

https://github.com/huggingface/accelerate

🚀 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 support

Last synced: 16 Dec 2024

https://github.com/huggingface/lerobot

🤗 LeRobot: Making AI for Robotics more accessible with end-to-end learning

Last synced: 16 Dec 2024

https://github.com/huggingface/chat-ui

Open source codebase powering the HuggingChat app

chatgpt hacktoberfest huggingface llm svelte svelte-kit sveltekit tailwindcss typescript

Last synced: 16 Dec 2024

https://github.com/huggingface/alignment-handbook

Robust recipes to align language models with human and AI preferences

llm rlhf transformers

Last synced: 16 Dec 2024

https://github.com/huggingface/parler-tts

Inference and training library for high-quality TTS models.

Last synced: 17 Dec 2024

https://github.com/huggingface/deep-rl-class

This repo contains the syllabus of the Hugging Face Deep Reinforcement Learning Course.

deep-learning deep-reinforcement-learning reinforcement-learning reinforcement-learning-excercises

Last synced: 17 Dec 2024

https://github.com/huggingface/diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

Last synced: 18 Dec 2024

https://github.com/huggingface/notebooks

Notebooks using the Hugging Face libraries 🤗

Last synced: 17 Dec 2024

https://github.com/huggingface/distil-whisper

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

audio speech-recognition whisper

Last synced: 17 Dec 2024

https://github.com/huggingface/safetensors

Simple, safe way to store and distribute tensors

Last synced: 16 Dec 2024

https://github.com/huggingface/speech-to-speech

Speech To Speech: an effort for an open-sourced and modular GPT4-o

ai assistant language-model machine-learning python speech speech-synthesis speech-to-text speech-translation

Last synced: 07 Sep 2024

https://github.com/huggingface/knockknock

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

computer-vision cv deep-learning machine-learning natural-language-processing neural-networks nlp nlproc python python36 train

Last synced: 18 Dec 2024

https://github.com/huggingface/text-embeddings-inference

A blazing fast inference solution for text embeddings models

ai embeddings huggingface llm ml

Last synced: 17 Dec 2024

https://github.com/huggingface/optimum

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

graphcore habana inference intel onnx onnxruntime optimization pytorch quantization tflite training transformers

Last synced: 16 Dec 2024

https://github.com/huggingface/swift-coreml-diffusers

Swift app demonstrating Core ML Stable Diffusion

Last synced: 19 Dec 2024

https://github.com/huggingface/blog

Public repo for HF blog posts

hacktoberfest

Last synced: 18 Dec 2024

https://github.com/huggingface/setfit

Efficient few-shot learning with Sentence Transformers

few-shot-learning nlp sentence-transformers

Last synced: 17 Dec 2024

https://github.com/huggingface/course

The Hugging Face course on Transformers

deep-learning hacktoberfest nlp transformers

Last synced: 05 Nov 2024

https://github.com/huggingface/datatrove

Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.

Last synced: 17 Dec 2024

https://github.com/huggingface/evaluate

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

evaluation machine-learning

Last synced: 16 Dec 2024

https://github.com/huggingface/transfer-learning-conv-ai

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

chatbots deep-learning dialog gpt gpt-2 neural-networks nlp pytorch transfer-learning

Last synced: 21 Dec 2024

https://github.com/huggingface/cookbook

Open-source AI cookbook

Last synced: 19 Dec 2024

https://github.com/huggingface/swift-coreml-transformers

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

Last synced: 14 Dec 2024

https://github.com/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

language-model neural-networks openai pytorch transformer

Last synced: 14 Dec 2024

https://github.com/huggingface/huggingface.js

Utilities to use the Hugging Face Hub API

api-client hub huggingface inference machine-learning

Last synced: 04 Nov 2024

https://github.com/huggingface/gsplat.js

JavaScript Gaussian Splatting library.

Last synced: 19 Dec 2024

https://github.com/huggingface/nanotron

Minimalistic large language model 3D-parallelism training

Last synced: 19 Dec 2024

https://github.com/huggingface/llm-vscode

LLM powered development for VSCode

Last synced: 20 Dec 2024

https://github.com/huggingface/hmtl

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

multi-task-learning natural-language-processing nlp pytorch

Last synced: 15 Dec 2024

https://github.com/huggingface/pytorch-pretrained-biggan

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

artificial-intelligence biggan computer-vision gan generative-adversarial-network neural-network pytorch

Last synced: 21 Dec 2024

https://github.com/huggingface/pytorch-pretrained-BigGAN

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

artificial-intelligence biggan computer-vision gan generative-adversarial-network neural-network pytorch

Last synced: 27 Nov 2024

https://github.com/huggingface/torchMoji

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

deep-learning machine-learning natural-language-processing python pytorch

Last synced: 04 Nov 2024

https://github.com/huggingface/optimum-quanto

A pytorch quantization backend for optimum

optimum pytorch quantization

Last synced: 04 Dec 2024

https://github.com/huggingface/naacl_transfer_learning_tutorial

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

naacl nlp transfer-learning tutorial

Last synced: 04 Nov 2024

https://github.com/huggingface/dataset-viewer

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

api-rest data datasets huggingface machine-learning nlp

Last synced: 29 Nov 2024

https://github.com/huggingface/llm.nvim

LLM powered development for Neovim

lua neovim neovim-plugin

Last synced: 26 Oct 2024

https://github.com/huggingface/llm-ls

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

ai code-generation huggingface ide llamacpp llm lsp lsp-server openai self-hosted

Last synced: 20 Dec 2024

https://github.com/huggingface/ratchet

A cross-platform browser ML framework.

Last synced: 30 Oct 2024

https://github.com/huggingface/transformers.js-examples

A collection of 🤗 Transformers.js demos and example applications

transformers transformersjs

Last synced: 21 Dec 2024

https://github.com/huggingface/swift-chat

Mac app to demonstrate swift-transformers

Last synced: 05 Dec 2024

https://github.com/huggingface/node-question-answering

Fast and production-ready question answering in Node.js

bert nlp nodejs question-answering tensorflow transformers typescript

Last synced: 20 Dec 2024

https://github.com/huggingface/lighteval

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.

evaluation evaluation-framework evaluation-metrics huggingface

Last synced: 08 Nov 2024

https://github.com/huggingface/large_language_model_training_playbook

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

cuda large-language-models llm nccl nlp performance python pytorch scalability troubleshooting

Last synced: 11 Nov 2024

https://github.com/huggingface/text-clustering

Easily embed, cluster and semantically label text datasets

Last synced: 30 Oct 2024

https://github.com/huggingface/optimum-intel

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

diffusers distillation inference intel onnx openvino optimization pruning quantization transformers

Last synced: 30 Oct 2024

https://github.com/huggingface/community-events

Place where folks can contribute to 🤗 community events

Last synced: 04 Nov 2024

https://github.com/huggingface/nn_pruning

Prune a model while finetuning or training.

Last synced: 03 Nov 2024

https://github.com/huggingface/tflite-android-transformers

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

android nlp tensorflow tensorflow-lite transformers

Last synced: 08 Nov 2024

https://github.com/huggingface/education-toolkit

Educational materials for universities

Last synced: 13 Nov 2024

https://github.com/huggingface/smollm

Last synced: 26 Nov 2024

https://github.com/huggingface/optimum-benchmark

🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of Optimum's hardware optimizations & quantization schemes.

benchmark neural-compressor onnxruntime openvino pytorch tensorrt-llm text-generation-inference

Last synced: 04 Dec 2024

https://github.com/huggingface/llm-swarm

Manage scalable open LLM inference endpoints in Slurm clusters

Last synced: 13 Oct 2024

https://github.com/huggingface/OBELICS

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.

dataset machine-learning multimodal

Last synced: 02 Sep 2024

https://github.com/huggingface/olm-datasets

Pipeline for pulling and processing online language model pretraining data from the web

Last synced: 09 Nov 2024

https://github.com/huggingface/optimum-neuron

Easy, fast and very cheap training and inference on AWS Trainium and Inferentia chips.

Last synced: 27 Oct 2024

https://github.com/huggingface/diffusion-fast

Faster generation with text-to-image diffusion models.

diffusers diffusion-models pytorch sdxl text-to-image-generation

Last synced: 04 Nov 2024

https://github.com/huggingface/workshops

Materials for workshops on the Hugging Face ecosystem

Last synced: 13 Nov 2024

https://github.com/huggingface/Google-Cloud-Containers

Hugging Face Deep Learning Containers (DLCs) for Google Cloud

deep-learning-containers google-cloud hugging-face

Last synced: 26 Nov 2024

https://github.com/huggingface/tune

Last synced: 03 Nov 2024

https://github.com/huggingface/optimum-graphcore

Blazing fast training of 🤗 Transformers on Graphcore IPUs

fine-tuning graphcore machine-learning pytorch training transformers

Last synced: 02 Nov 2024

https://github.com/huggingface/amused

Last synced: 30 Oct 2024

https://github.com/huggingface/data-measurements-tool

Developing tools to automatically analyze datasets

Last synced: 15 Nov 2024

https://github.com/huggingface/visual-blocks-custom-components

Custom Hugging Face Nodes for Google Visual Blocks for ML

Last synced: 03 Sep 2024

https://github.com/huggingface/optimum-tpu

Google TPU optimizations for transformers models

Last synced: 07 Sep 2024

https://github.com/huggingface/unity-webgl-template-for-hugging-face-spaces

Unity WebGL template for Hugging Face Spaces

Last synced: 17 Nov 2024

https://github.com/huggingface/model-evaluator

Evaluate Transformers from the Hub 🔥

Last synced: 27 Nov 2024

https://github.com/huggingface/ember

ANE accelerated embedding models!

Last synced: 13 Dec 2024

https://github.com/huggingface/s3prl

Self-Supervised Speech Pre-training and Representation Learning Toolkit.

Last synced: 27 Nov 2024

https://github.com/huggingface/smol-course

A course on aligning smol models.

Last synced: 07 Dec 2024