sunmarc Goto Github PK

accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

autogptq

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

bitsandbytes

8-bit CUDA functions for PyTorch

blog

Public repo for HF blog posts

candle

Minimalist ML framework for Rust

codejam2021

coding_challenge

Solving algorithm problems for fun

diffusers

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

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

exllamav2

A fast inference library for running LLMs locally on modern consumer-class GPUs

gpt-fast

Fast and hackable pytorch native transformer inference. Meant to be copied and modified

gptq

Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".

huggingface-course

Hugging Face course

huggingface.js

Utilities to use the Hugging Face hub API

huggingface_hub

The official Python client for the Huggingface Hub.

llama-mistral

Inference code for Mistral and Mixtral hacked up into original Llama implementation

llm.c

LLM training in simple, raw C/CUDA

local-gemma

Gemma 2 optimized for your local machine.

minimal-trainer-zoo

Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines

nlpfromscratch

Coding and training famous nlp models from scratch

notebooks

Notebooks using the Hugging Face libraries 🤗

optimum

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

optimum-benchmark

A multi-backend utility for benchmarking Transformers and Diffusers with support for hardware specific Optimum optimizations/quantization schemas

peft

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

pippy

Pipeline Parallelism for PyTorch

pippy-device-map-playground

quanto

A pytorch Quantization Toolkit

recommendersystem

Theory of popular recommender system

safetensors

Simple, safe way to store and distribute tensors

skingenerationgan

Building GAN for virtual try-on experience