accelerate

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

accelerate-aws-sagemaker

Examples showcasing AWS SageMaker integration of 🤗 Accelerate. Just give the `accelerate config` and do `accelerate launch` 🚀. As simple as that!

accelerate-deepspeed-test

Testing DeepSpeed integration in 🤗 Accelerate

accelerate-megatron-test

Testing the accelerate megatron integration

acm_winter_school_gen_ai

Code for the hands-on projects for the students attending the ACM India Winter School 2023

alpaca-lora

Instruct-tune LLaMA on consumer hardware

bitsandbytes

8-bit CUDA functions for PyTorch

blog

Public repo for HF blog posts

chat-ui

Open source codebase powering the HuggingChat app

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

deepspeed-test

Testing the DeepSpeed integration in Trainer and Accelerate

deepspeedexamples

Example models using DeepSpeed

devika

Devika is an Agentic AI Software Engineer that can understand high-level human instructions, break them down into steps, research relevant information, and write code to achieve the given objective. Devika aims to be a competitive open-source alternative to Devin by Cognition AI.

easyllm

extractive-text-summarization-using-neural-networks

Extractive Text Summarization Using Neural Networks approaches: CNN, RNN and Linear-SVM

fsdp-tests

Using 🤗 Accelerate integration of FSDP and testing it

gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

hf_fsdp

A very basic fsdp wrapper for HF.

huggingface-vscode

Code completion VSCode extension for OSS models

imad-app-v2

Base repository for IMAD V2 course application. PLEASE DO NOT submit PRs, or push to this git repository!

know-it-owl-a-question-answering-chatbot

A chatbot that uses Machine Reading Comprehension (MRC) for question answering.

llama-mistral

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

llama-recipes

Examples and recipes for Llama 2 model

llama.cpp

LLM inference in C/C++

llama2.c

Inference Llama 2 in one file of pure C

llm-workshop

LLM Workshop by Sourab Mangrulkar

llm.c

LLM training in simple, raw C/CUDA

machine_learning

Machine Learning models for Regression Tasks and Classification Tasks.

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API