SunHaozhe

cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

VisionLLaMA

VisionLLaMA: A Unified LLaMA Interface for Vision Tasks

leetcode_company_wise_questions

This is a repository containing the list of company wise questions available on leetcode premium

peft

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

Mistral-DNA

Large language model Mistral for DNA

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

TensorRT

NVIDIA® TensorRT™ is an SDK for high-performance deep learning inference on NVIDIA GPUs. This repository contains the open source components of TensorRT.

bbb-recording-exporter

A client- and server side script to generate BigBlueButton MP4 recordings.

bbb-video-download

A BigBlueButton recording postscript to provide video download

DeepSpeed

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

RT-DETR

[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥

Efficient-Deep-Learning

Collection of recent methods on (deep) neural network compression and acceleration.

LLM-Pruner

[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support LLaMA, Llama-2, BLOOM, Vicuna, Baichuan, etc.

Torch-Pruning

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

Pdf-Presenter-Console

A Keynote like presenter console with multi-monitor support and the ability to read PDF as input files.

mtheme

A modern LaTeX Beamer theme

multi_gpu_training

DALL-E

PyTorch package for the discrete VAE used for DALL·E.

zero-cost-nas

Zero-Cost Proxies for Lightweight NAS

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

neural-compressor

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

accelerate

🚀 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

imagenette

A smaller subset of 10 easily classified classes from Imagenet, and a little more French

ml-cvnets

CVNets: A library for training computer vision networks

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

CausalDiscoveryToolbox

Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.

musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

torchsparse

[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

spconv_lite

sparse convolution lib. derived from spconv

SparseConvNet

CNN - Derived from https://github.com/btgraham/SparseConvNet, modified for max os.