Pinned Repositories
accelerate
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 support
candle
Minimalist ML framework for Rust
datasets
π€ The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
diffusers
π€ Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
optimum
π Accelerate training and inference of π€ Transformers and π€ Diffusers with easy to use hardware optimization tools
peft
π€ PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
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
tokenizers
π₯ Fast State-of-the-Art Tokenizers optimized for Research and Production
transformers
π€ Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
trl
Train transformer language models with reinforcement learning.
Hugging Face's Repositories
huggingface/swift-coreml-diffusers
Swift app demonstrating Core ML Stable Diffusion
huggingface/torchMoji
πA pyTorch implementation of the DeepMoji model: state-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc
huggingface/llm_training_handbook
An open collection of methodologies to help with successful training of large language models.
huggingface/swift-chat
Mac app to demonstrate swift-transformers
huggingface/speechbox
huggingface/unity-api
huggingface/datablations
Scaling Data-Constrained Language Models
huggingface/open-muse
Open reproduction of MUSE for fast text2image generation.
huggingface/hf_transfer
huggingface/instruction-tuned-sd
Code for instruction-tuning Stable Diffusion.
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.
huggingface/sharp-transformers
A Unity plugin for using Transformers models in Unity.
huggingface/optimum-graphcore
Blazing fast training of π€ Transformers on Graphcore IPUs
huggingface/huggingface_sb3
Additional code for Stable-baselines3 to load and upload models from the Hub.
huggingface/optimum-furiosa
Accelerated inference of π€ models using FuriosaAI NPU chips.
huggingface/candle-cublaslt
huggingface/autogptq-index
A GitHub Pages hosting AutoGPTQ wheels
huggingface/candle-rotary
huggingface/helm-publish-action
Github Action to simplify Helm Chart publish into a registry
huggingface/candle-layer-norm
huggingface/Huggy
Huggy is a Unity ML-Agents environment showcasing a dog mastering stick-catching through deep reinforcement learning.
huggingface/alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
huggingface/Snowball-Target
Snowball Target is a Unity ML-Agents environment where you need to train Julien the Bear to shoot snowballs onto spawning targets
huggingface/terraform-aws-vpc
Terraform module to create AWS VPC resources πΊπ¦
huggingface/llm-awq
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
huggingface/test-actions
huggingface/autotrain-example-datasets
huggingface/prometheus-slurm-exporter
Prometheus exporter for performance metrics from Slurm.
huggingface/quicktype
Generate types and converters from JSON, Schema, and GraphQL
huggingface/slurm-mail
Slurm-Mail is a drop in replacement for Slurm's e-mails to give users much more information about their jobs compared to the standard Slurm e-mails.