Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Pytorch Quantization Open Source Projects

Open source projects categorized as Python Pytorch Quantization
Pinto_model_zoo ⭐ 3,121
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
most recent commit 3 months ago
Pytorch Playground ⭐ 2,366
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
most recent commit a year ago
Mixtral Offloading ⭐ 1,943
Run Mixtral-8x7B models in Colab or consumer desktops
most recent commit 3 months ago
Optimum ⭐ 1,908
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
dependent packages 53total releases 53most recent commit 3 months agopypi optimum} Downloads
Vector Quantize Pytorch ⭐ 1,627
Vector Quantization, in Pytorch
dependent packages 25total releases 160most recent commit 3 months agopypi vector-quantize-pytorch} Downloads
Mmrazor ⭐ 1,231
OpenMMLab Model Compression Toolbox and Benchmark.
dependent packages 2total releases 8most recent commit 5 months agopypi mmrazor} Downloads
Intel Extension For Pytorch ⭐ 1,161
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
dependent packages 12total releases 13most recent commit 3 months agopypi intel-extension-for-pytorch} Downloads
Brevitas ⭐ 1,015
Brevitas: neural network quantization in PyTorch
dependent packages 2total releases 13most recent commit 3 months agopypi brevitas} Downloads
Ppq ⭐ 957
PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.
most recent commit 10 months ago
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16most recent commit 3 months agopypi nncf} Downloads
Deepvac ⭐ 618
PyTorch Project Specification.
total releases 59most recent commit 3 years ago
Complete Life Cycle Of A Data Science Project ⭐ 499
Complete-Life-Cycle-of-a-Data-Science-Project
most recent commit 4 months ago
Kd_lib ⭐ 476
A Pytorch Knowledge Distillation library for benchmarking and extending works in the domains of Knowledge Distillation, Pruning, and Quantization.
total releases 8most recent commit a year ago
Hawq ⭐ 324
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
most recent commit a year ago
Sparsify ⭐ 310
ML model optimization product to accelerate inference.
total releases 136most recent commit 4 months ago
Brocolli ⭐ 303
Everything in Torch Fx
total releases 5most recent commit 7 months ago
Fastt5 ⭐ 280
⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
total releases 14most recent commit 2 years ago
Quantized_distillation ⭐ 266
Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"
most recent commit 5 years ago
Bevformer_tensorrt ⭐ 260
BEVFormer inference on TensorRT, including INT8 Quantization and Custom TensorRT Plugins (float/half/half2/int8).
most recent commit 5 months ago
Model_optimization ⭐ 245
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers advanced quantization and compression tools for deploying state-of-the-art neural networks.
most recent commit 3 months ago
Model_compression ⭐ 203
PyTorch Model Compression
most recent commit 2 years ago
Deep Compression Pytorch ⭐ 182
PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally
most recent commit 4 years ago
Pytorch Tools ⭐ 173
Useful PyTorch functions and modules that are not implemented in PyTorch by default
most recent commit 3 months ago
The 7 Most Depended On Python Pytorch Quantization Open Source Projects
Optimum ⭐ 1,908
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
dependent packages 53total releases 53latest release December 06, 2023most recent commit 3 months agopypi optimum} Downloads
Vector Quantize Pytorch ⭐ 1,627
Vector Quantization, in Pytorch
dependent packages 25total releases 160latest release December 06, 2023most recent commit 3 months agopypi vector-quantize-pytorch} Downloads
Intel Extension For Pytorch ⭐ 1,161
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
dependent packages 12total releases 13latest release October 19, 2023most recent commit 3 months agopypi intel-extension-for-pytorch} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Prototorch ⭐ 19
ProtoTorch is a PyTorch-based Python toolbox for bleeding-edge research in prototype-based machine learning algorithms.
dependent packages 2total releases 18latest release May 17, 2022most recent commit 7 months agopypi prototorch} Downloads
Mmrazor ⭐ 1,231
OpenMMLab Model Compression Toolbox and Benchmark.
dependent packages 2total releases 8latest release May 04, 2022most recent commit 5 months agopypi mmrazor} Downloads
Brevitas ⭐ 1,015
Brevitas: neural network quantization in PyTorch
dependent packages 2total releases 13latest release December 08, 2023most recent commit 3 months agopypi brevitas} Downloads
The 10 Latest Releases In Python Pytorch Quantization Open Source Projects
Sparsify ⭐ 310
ML model optimization product to accelerate inference.
total releases 136latest release December 11, 2023most recent commit 4 months ago
Brevitas ⭐ 1,015
Brevitas: neural network quantization in PyTorch
dependent packages 2total releases 13latest release December 08, 2023most recent commit 3 months agopypi brevitas} Downloads
Vector Quantize Pytorch ⭐ 1,627
Vector Quantization, in Pytorch
dependent packages 25total releases 160latest release December 06, 2023most recent commit 3 months agopypi vector-quantize-pytorch} Downloads
Optimum ⭐ 1,908
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
dependent packages 53total releases 53latest release December 06, 2023most recent commit 3 months agopypi optimum} Downloads
Nncf ⭐ 725
Neural Network Compression Framework for enhanced OpenVINO™ inference
dependent packages 6total releases 16latest release November 16, 2023most recent commit 3 months agopypi nncf} Downloads
Intel Extension For Pytorch ⭐ 1,161
A Python package for extending the official PyTorch that can easily obtain performance on Intel platform
dependent packages 12total releases 13latest release October 19, 2023most recent commit 3 months agopypi intel-extension-for-pytorch} Downloads
Brocolli ⭐ 303
Everything in Torch Fx
total releases 5latest release October 14, 2022most recent commit 7 months ago
Prototorch ⭐ 19
ProtoTorch is a PyTorch-based Python toolbox for bleeding-edge research in prototype-based machine learning algorithms.
dependent packages 2total releases 18latest release May 17, 2022most recent commit 7 months agopypi prototorch} Downloads
Mmrazor ⭐ 1,231
OpenMMLab Model Compression Toolbox and Benchmark.
dependent packages 2total releases 8latest release May 04, 2022most recent commit 5 months agopypi mmrazor} Downloads
Popular Programming Languages Categories
Python
Javascript
Java
Typescript
C Plus Plus
Php
Golang
C
C Sharp
Shell
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.