zzqiuzz

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Microsoft-Activation-Scripts

Open-source Windows and Office activator featuring HWID, Ohook, KMS38, and Online KMS activation methods, along with advanced troubleshooting.

llama.cpp

LLM inference in C/C++

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

ColossalAI

Making large AI models cheaper, faster and more accessible

mmdetection

OpenMMLab Detection Toolbox and Benchmark

llvm-project

The LLVM Project is a collection of modular and reusable compiler and toolchain technologies.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Awesome-GitHub-Repo

收集整理 GitHub 上高质量、有趣的开源项目。

flash-attention

Fast and memory-efficient exact attention

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

llm-action

本项目旨在分享大模型相关技术原理以及实战经验。

PythonPark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

lm-evaluation-harness

A framework for few-shot evaluation of language models.

openmlsys-zh

《Machine Learning Systems: Design and Implementation》- Chinese Version

ICCV2023-Paper-Code-Interpretation

ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

awesome-model-quantization

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 (papers, repositories) that are missed by the repo.

YOLOv3-model-pruning

在 oxford hand 数据集上对 YOLOv3 做模型剪枝（network slimming）

Lee-SLAM-source

SLAM 开发学习资源与经验分享

ppq

PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.

PytorchOCR

基于Pytorch的OCR工具库，支持常用的文字检测和识别算法

MQBench

Model Quantization Benchmark

HeadPoseEstimation-WHENet

TensorRT-Model-Optimizer

TensorRT Model Optimizer is a unified library of state-of-the-art model optimization techniques such as quantization, pruning, distillation, etc. It compresses deep learning models for downstream deployment frameworks like TensorRT-LLM or TensorRT to optimize inference speed on NVIDIA GPUs.

YOLOF

You Only Look One-level Feature (YOLOF), CVPR2021, Detectron2

lsq-net

Unofficial implementation of LSQ-Net, a neural network quantization framework

flickr_scraper

Simple Flickr Image Scraper

QDrop

The official PyTorch implementation of the ICLR2022 paper, QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization

accurate-head-pose

Pytorch code for Hybrid Coarse-fine Classification for Head Pose Estimation

cropimage

A simple toolkit for detecting and cropping main body from pictures. Support face and saliency detection.