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optimum

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

optimum-amd

AMD related optimizations for transformer models

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.

optimum-furiosa

Accelerated inference of 🤗 models using FuriosaAI NPU chips.

optimum-graphcore

Blazing fast training of 🤗 Transformers on Graphcore IPUs

optimum-habana

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

optimum-intel

🤗 Optimum Intel: Accelerate inference with Intel optimization tools

optimum-neuron

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

optimum-nvidia

paper-style-guide

peft

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

peft-pytorch-conference

Code for the examples presented in the talk "Training a Llama in your backyard: fine-tuning very large models on consumer hardware" given at PyTorch Conference 2023

personas

Datasets for Deep learning Personas

python-readability

fast python port of arc90's readability tool, updated to match latest readability.js!

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 more

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

pytorch-pretrained-biggan

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

pytorch_block_sparse

Fast Block Sparse Matrices for Pytorch

quanto

A pytorch Quantization Toolkit

quicktype

Generate types and converters from JSON, Schema, and GraphQL

rasa_hmtl

RASA wrapper for HMTL: Hierarchical Multi-Task Learning

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl-baselines3-zoo-update

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl-model-card-template

Model card template

rlhf-interface

roots-search-tool

Scripts supporting the development and serving the Roots Search Tool - https://hf.co/spaces/bigscience-data/roots-search

s3prl

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

safetensors

Simple, safe way to store and distribute tensors

semver-release-action