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

A Github action for kubectl, the Kubernetes CLI

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

Foundation Architecture for (M)LLMs

A curated list for Efficient Large Language Models

A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Train…

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gan…

An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

Awesome list for LLM pruning.

Accessible large language models via k-bit quantization for PyTorch.

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

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

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

QLoRA: Efficient Finetuning of Quantized LLMs

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (p…

LLM inference in C/C++

A pytorch quantization backend for optimum

Official implementation of "Contrastive Audio-Language Learning for Music" (ISMIR 2022)

An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries

Experiments for efforts to train a new and improved t5

The Freesound website

Word2Wave: a framework for generating short audio samples from a text prompt using WaveGAN and COALA.

Song Describer is a data collection platform for annotating music with textual descriptions.

🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

🏆 A ranked list of awesome python libraries for web development. Updated weekly.

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

🏆 A ranked list of awesome Python open-source libraries and tools. Updated weekly.