hatsu3

hatsu3's Stars

• huggingface/transformers

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

  Language:Python132k1.1k15.7k26.3k

• mathiasbynens/dotfiles

  :wrench: .files, including ~/.macos — sensible hacker defaults for macOS

  Language:Shell30.1k6783908.7k

• chiphuyen/machine-learning-systems-design

  A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

  Language:HTML8.9k302101.4k

• father-bot/chatgpt_telegram_bot

  💬 Telegram bot with ChatGPT, Python-based, using OpenAI's API.

  Language:Python5.1k643071.8k

• fastai/nbdev

  Create delightful software with Jupyter Notebooks

  Language:Jupyter Notebook4.9k47879489

• MegEngine/MegEngine

  MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架

  Language:C++4.8k137371538

• NVIDIA-AI-IOT/torch2trt

  An easy to use PyTorch to TensorRT converter

  Language:Python4.6k74722673

• ahkarami/Deep-Learning-in-Production

  In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

  4.3k1494681

• Jittor/jittor

  Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

  Language:Python3.1k63356308

• huawei-noah/Pretrained-Language-Model

  Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.

  Language:Python3k57201628

• IntelLabs/nlp-architect

  A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

  Language:Python2.9k165126445

• HuaizhengZhang/AI-System-School

  🚀 AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

  2.6k12530303

• yuchenlin/rebiber

  A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).

  Language:Python2.6k1529156

• pytorch/TensorRT

  PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT

  Language:Python2.5k711.5k344

• merrymercy/awesome-tensor-compilers

  A list of awesome compiler projects and papers for tensor computation and deep learning.

  2.3k1121292

• htqin/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.

  1.8k6112203

• microsoft/EdgeML

  This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

  Language:C++1.6k88104368

• zwang4/awesome-machine-learning-in-compilers

  Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation

  1.4k690160

• mit-han-lab/proxylessnas

  [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware

  Language:C++1.4k700284

• fastai/fastcore

  Python supercharged for the fastai library

  Language:Jupyter Notebook95518390275

• guan-yuan/awesome-AutoML-and-Lightweight-Models

  A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

  835550161

• d2l-ai/d2l-tvm

  Dive into Deep Learning Compiler

  Language:Python63939698

• BRTResearch/AIChip_Paper_List

  566383112

• pytorch/tvm

  TVM integration into PyTorch

  Language:C++4513244164

• liuzechun/MetaPruning

  MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.

  Language:Python35194174

• yehuitang/Pruning

  Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019), "SCOP: Scientific Control for Reliable Neural Network Pruning" (NeurIPS 2020) and “Manifold Regularized Dynamic Network Pruning” (CVPR 2021).

  Language:Python239102447

• pku-liang/FlexTensor

  Automatic Schedule Exploration and Optimization Framework for Tensor Computations

  Language:Python175121530

• cs217/cs217.github.io

  Course Webpage for CS 217 Hardware Accelerators for Machine Learning, Stanford University

  Language:CSS9810214

• microsoft/MSVBASE

  MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrates high-dimensional vector indices into PostgreSQL, a relational database to facilitate complex approximate similarity queries.

  Language:C++788116

• KnowingNothing/tvm

  Open deep learning compiler stack for cpu, gpu and specialized accelerators

  Language:Python4300