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pypi.org "quantization" keyword

sconce 0.0.76
Model Compresion Made Easy
56 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 292 downloads last month - 32 stars on GitHub - 1 maintainer
condensa 0.5.0b0
Condensa Programmable Model Compression Framework
1 version - Latest release: over 4 years ago - 1 dependent repositories - 15 downloads last month - 146 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
autoawq 0.2.5
AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference.
17 versions - Latest release: about 1 month ago - 12 dependent packages - 4 dependent repositories - 104 thousand downloads last month - 1,330 stars on GitHub - 1 maintainer
mct-nightly 0.0.0
A Model Compression Toolkit for neural networks
952 versions - Latest release: over 2 years ago - 1 dependent repositories - 7.39 thousand downloads last month - 271 stars on GitHub - 1 maintainer
model-compression-toolkit 2.0.0
A Model Compression Toolkit for neural networks
17 versions - Latest release: 2 months ago - 1 dependent repositories - 766 downloads last month - 271 stars on GitHub - 1 maintainer
Top 6.7% on pypi.org
deepsparse-nightly 1.8.0.20240404
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...
150 versions - Latest release: 2 months ago - 3 dependent packages - 1 dependent repositories - 3.45 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
Top 2.5% on pypi.org
intel-extension-for-pytorch 2.3.0
Intel® Extension for PyTorch*
16 versions - Latest release: about 1 month ago - 17 dependent packages - 10 dependent repositories - 27.8 thousand downloads last month - 1,316 stars on GitHub - 3 maintainers
Top 1.6% on pypi.org
faster-whisper 1.0.2
Faster Whisper transcription with CTranslate2
16 versions - Latest release: about 1 month ago - 53 dependent packages - 35 dependent repositories - 444 thousand downloads last month - 9,301 stars on GitHub - 2 maintainers
deepsparse-ent 1.7.0
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...
13 versions - Latest release: 3 months ago - 2 dependent packages - 79 downloads last month - 2,664 stars on GitHub - 1 maintainer
brocolli 4.0.2
everything in pytorch
5 versions - Latest release: about 1 year ago - 66 downloads last month - 331 stars on GitHub - 1 maintainer
asian-mtl 0.1.2
Seamlessly translate East Asian texts with deep learning models.
3 versions - Latest release: over 1 year ago - 1 dependent repositories - 10 downloads last month - 1 stars on GitHub - 1 maintainer
Top 3.5% on pypi.org
deepsparse 1.7.1
An inference runtime offering GPU-class performance on CPUs and APIs to integrate ML into your ap...
40 versions - Latest release: 3 months ago - 3 dependent packages - 6 dependent repositories - 5.37 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
optimum-deepsparse 0.1.0.dev1
Optimum DeepSparse is an extension of the Hugging Face Transformers library that integrates the D...
2 versions - Latest release: 8 months ago - 3 dependent packages - 104 downloads last month - 2,664 stars on GitHub - 1 maintainer
ptcq 0.1.1
PyTorch Complex Quantization
2 versions - Latest release: about 1 year ago - 9 downloads last month - 2 stars on GitHub - 1 maintainer
Top 9.0% on pypi.org
optimum-intel 1.16.1
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...
44 versions - Latest release: about 2 months ago - 5 dependent packages - 1 dependent repositories - 33.4 thousand downloads last month - 316 stars on GitHub - 5 maintainers
optimum-amd 0.1.0
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...
1 version - Latest release: 6 months ago - 1 dependent package - 121 downloads last month - 33 stars on GitHub - 1 maintainer
Top 4.1% on pypi.org
pngquant-cli 2.17.0
Precompiled binaries for pngquant, the lossy PNG compressor based on libimagequant.
8 versions - Latest release: over 2 years ago - 3 dependent packages - 10 dependent repositories - 7.69 thousand downloads last month - 0 stars on GitHub - 1 maintainer
hqq 0.1.7
Half-Quadratic Quantization (HQQ)
14 versions - Latest release: about 2 months ago - 2 dependent packages - 49.4 thousand downloads last month - 115 stars on GitHub - 1 maintainer
Top 1.4% on pypi.org
optimum 1.19.2
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...
64 versions - Latest release: about 1 month ago - 82 dependent packages - 715 dependent repositories - 1.01 million downloads last month - 2,003 stars on GitHub - 7 maintainers
Top 1.8% on pypi.org
neural-compressor 2.5.1
Repository of Intel® Neural Compressor
29 versions - Latest release: 2 months ago - 15 dependent packages - 281 dependent repositories - 23.5 thousand downloads last month - 2,009 stars on GitHub - 1 maintainer
Top 6.2% on pypi.org
fastt5 0.1.4
boost inference speed of T5 models by 5x & reduce the model size by 3x using fastT5.
13 versions - Latest release: about 2 years ago - 6 dependent repositories - 946 downloads last month - 541 stars on GitHub - 1 maintainer
lixinger-openapi 1.0.2
lixinger openapi
11 versions - Latest release: about 5 years ago - 1 dependent repositories - 64 downloads last month - 49 stars on GitHub - 1 maintainer
Top 4.6% on pypi.org
mmrazor 1.0.0
OpenMMLab Model Compression Toolbox and Benchmark
8 versions - Latest release: about 1 year ago - 4 dependent packages - 31 dependent repositories - 354 downloads last month - 1,367 stars on GitHub - 1 maintainer
Top 9.9% on pypi.org
nlp-architect 0.5.4
Intel AI Lab NLP and NLU research model library
10 versions - Latest release: about 4 years ago - 1 dependent repositories - 156 downloads last month - 2,931 stars on GitHub - 1 maintainer
bitlinear-pytorch 0.4.0
Implementation of the BitLinear layer from: The Era of 1-bit LLMs: All Large Language Models are ...
7 versions - Latest release: 3 months ago - 136 downloads last month - 8 stars on GitHub - 1 maintainer
Top 2.1% on pypi.org
auto-gptq 0.7.1
An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
16 versions - Latest release: 3 months ago - 35 dependent packages - 47 dependent repositories - 103 thousand downloads last month - 3,896 stars on GitHub - 2 maintainers
aimet-torch 1.31.1
AIMET torch Package
6 versions - Latest release: about 1 month ago - 1.11 thousand downloads last month - 4 stars on GitHub - 4 maintainers
discrete-key-value-bottleneck-pytorch 0.1.1
Discrete Key / Value Bottleneck - Pytorch
10 versions - Latest release: 11 months ago - 1 dependent package - 1 dependent repositories - 3 thousand downloads last month - 87 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
ctranslate2 4.3.0
Fast inference engine for Transformer models
106 versions - Latest release: 23 days ago - 32 dependent packages - 48 dependent repositories - 538 thousand downloads last month - 2,862 stars on GitHub - 3 maintainers
Top 4.8% on pypi.org
brevitas 0.10.2
Quantization-aware training in PyTorch
15 versions - Latest release: 4 months ago - 2 dependent packages - 4 dependent repositories - 3.36 thousand downloads last month - 1,107 stars on GitHub - 4 maintainers
Top 8.3% on pypi.org
bitsandbytes-windows 0.37.5 💰
8-bit optimizers and matrix multiplication routines.
4 versions - Latest release: about 1 year ago - 5 dependent repositories - 6.8 thousand downloads last month - 63 stars on GitHub - 1 maintainer
clika-inference 0.0.2
A fake package to warn the user they are not installing the correct package.
3 versions - Latest release: 4 months ago - 2 downloads last month - 1 maintainer
Top 1.3% on pypi.org
tensorflow-model-optimization 0.8.0
A suite of tools that users, both novice and advanced can use to optimize machine learning models...
31 versions - Latest release: 4 months ago - 16 dependent packages - 882 dependent repositories - 778 thousand downloads last month - 1,472 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
vector-quantize-pytorch 1.14.24
Vector Quantization - Pytorch
196 versions - Latest release: 24 days ago - 26 dependent packages - 120 dependent repositories - 227 thousand downloads last month - 1,936 stars on GitHub - 1 maintainer
fastgpt 0.0.8
boost inference speed of GPT models in transformers by onnxruntime
8 versions - Latest release: over 1 year ago - 2 dependent repositories - 67 downloads last month - 48 stars on GitHub - 1 maintainer
tqt 1.0.2
torch implement of TQT
17 versions - Latest release: over 2 years ago - 1 dependent repositories - 96 downloads last month - 19 stars on GitHub - 1 maintainer
Top 4.0% on pypi.org
onnx2tf 1.20.5 💰
Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The pur...
461 versions - Latest release: about 1 month ago - 6 dependent packages - 4 dependent repositories - 60.9 thousand downloads last month - 559 stars on GitHub - 1 maintainer
cformers 0.0.4
SoTA Transformers with C-backend for fast inference on your CPU.
4 versions - Latest release: about 1 year ago - 44 downloads last month - 1 maintainer
clika-compression 0.0.2
A fake package to warn the user they are not installing the correct package.
3 versions - Latest release: 4 months ago - 33 downloads last month - 1 maintainer
clika-ace 0.0.2
A fake package to warn the user they are not installing the correct package.
3 versions - Latest release: 4 months ago - 39 downloads last month - 1 maintainer
rpq-pytorch 0.0.34
Reverse Product Quantization (RPQ) of weights to reduce static memory usage.
8 versions - Latest release: 8 months ago - 1 dependent repositories - 42 downloads last month - 0 stars on GitHub - 1 maintainer
Top 1.1% on pypi.org
bitsandbytes 0.43.1
k-bit optimizers and matrix multiplication routines.
44 versions - Latest release: about 2 months ago - 240 dependent packages - 3,758 dependent repositories - 1.62 million downloads last month - 5,410 stars on GitHub - 2 maintainers
neural-insights 2.4
Repository of Intel® Neural Compressor
5 versions - Latest release: 6 months ago - 35 downloads last month - 2,009 stars on GitHub - 1 maintainer
neural-solution 2.4
Repository of Intel® Neural Compressor
5 versions - Latest release: 6 months ago - 36 downloads last month - 1,683 stars on GitHub - 1 maintainer
clika-client 0.0.2
A fake package to warn the user they are not installing the correct package.
3 versions - Latest release: 4 months ago - 19 downloads last month - 1 maintainer
picollm 1.0.0
picoLLM Inference Engine
1 version - Latest release: 24 days ago - 222 downloads last month - 60 stars on GitHub - 1 maintainer
picollmdemo 1.0.0
picoLLM Inference Engine demos
1 version - Latest release: 24 days ago - 178 downloads last month - 60 stars on GitHub - 1 maintainer
abupy 0.4.0
阿布量化系统
6 versions - Latest release: over 6 years ago - 1 dependent repositories - 305 downloads last month - 11,138 stars on GitHub - 1 maintainer
optimum-furiosa 0.1.0
Optimum Furiosa is the interface between the 🤗 Transformers library and Furiosa NPUs such as Furi...
1 version - Latest release: 11 months ago - 1 dependent package - 25 downloads last month - 24 stars on GitHub - 1 maintainer
optimum-quanto
A pytorch quantization backend for optimum.
1 version - 613 stars on GitHub
ilit 1.0
Repository of Intel® Low Precision Optimization Tool
3 versions - Latest release: over 3 years ago - 1 dependent repositories - 25 downloads last month - 1,963 stars on GitHub - 2 maintainers
ppq 0.6.6
PPQ is an offline quantization tools
8 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 372 downloads last month - 1,366 stars on GitHub - 2 maintainers
nqlib 0.5.1
NQLib: Library to design noise shaping quantizer for discrete-valued input control.
8 versions - Latest release: 9 months ago - 1 dependent repositories - 32 downloads last month - 4 stars on GitHub - 1 maintainer
quantizer-pytorch 0.0.22 💰
Quantizer - PyTorch
22 versions - Latest release: over 1 year ago - 1 dependent repositories - 92 downloads last month - 1 stars on GitHub - 1 maintainer
databalancer 0.2.0
Databalancer is the python library dedicated to balance the imbalanced text classification datase...
21 versions - Latest release: almost 2 years ago - 1 dependent repositories - 46 downloads last month - 6 stars on GitHub - 1 maintainer
bnn 0.1.2
Binarize deep convolutional neural networks using python and pytorch
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 47 downloads last month - 128 stars on GitHub - 1 maintainer
optimum-openvino 0.0.2
Intel OpenVINO extension for Hugging Face Transformers
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 114 downloads last month - 8 stars on GitHub - 1 maintainer
Top 9.5% on pypi.org
micronet 1.12.0
A model compression and deploy lib.
46 versions - Latest release: over 2 years ago - 1 dependent repositories - 265 downloads last month - 2,178 stars on GitHub - 1 maintainer
lpot 1.5.1
Repository of Intel® Low Precision Optimization Tool
11 versions - Latest release: almost 3 years ago - 1 dependent package - 1 dependent repositories - 75 downloads last month - 2,009 stars on GitHub - 1 maintainer
auto-round 0.11
Repository of AutoRound: Advanced Weight-Only Quantization Algorithm for LLMs
4 versions - Latest release: 3 months ago - 1 dependent package - 4.24 thousand downloads last month - 48 stars on GitHub - 1 maintainer
Top 9.1% on pypi.org
finn-base 0.0.3
Components for ONNX graph manipulation and custom execution
5 versions - Latest release: over 2 years ago - 3 dependent packages - 3 dependent repositories - 29 downloads last month - 674 stars on GitHub - 1 maintainer
finn 0.0.1
QNN dataflow compiler for Xilinx FPGAs
1 version - Latest release: almost 3 years ago - 1 dependent repositories - 55 downloads last month - 674 stars on GitHub - 2 maintainers
Top 7.6% on pypi.org
otx 1.6.0
OpenVINO™ Training Extensions: Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenV...
61 versions - Latest release: 2 months ago - 1 dependent package - 1 dependent repositories - 1.55 thousand downloads last month - 1,122 stars on GitHub - 5 maintainers
Top 8.1% on pypi.org
sparseml-nightly 1.8.0.20240509
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...
154 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 2.07 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
bitsandbytes-cuda112 0.26.0
8-bit optimizers and quantization routines.
5 versions - Latest release: over 2 years ago - 475 downloads last month - 100 stars on GitHub - 1 maintainer
Top 7.3% on pypi.org
bitsandbytes-cuda113 0.26.0
8-bit optimizers and quantization routines.
5 versions - Latest release: over 2 years ago - 6 dependent repositories - 582 downloads last month - 100 stars on GitHub - 1 maintainer
bitsandbytes-cuda116 0.26.0.post2
8-bit optimizers and quantization routines.
1 version - Latest release: almost 2 years ago - 1 dependent repositories - 1.35 thousand downloads last month - 100 stars on GitHub - 1 maintainer
bitsandbytes-cuda110 0.26.0
8-bit optimizers and quantization routines.
5 versions - Latest release: over 2 years ago - 1 dependent repositories - 1.24 thousand downloads last month - 100 stars on GitHub - 1 maintainer
bitsandbytes-cuda115 0.26.0.post2
8-bit optimizers and quantization routines.
1 version - Latest release: almost 2 years ago - 59 downloads last month - 100 stars on GitHub - 1 maintainer
bitsandbytes-cuda102 0.26.0
8-bit optimizers and quantization routines.
6 versions - Latest release: over 2 years ago - 2 dependent repositories - 109 downloads last month - 94 stars on GitHub - 1 maintainer
Top 8.5% on pypi.org
bitsandbytes-cuda111 0.26.0
8-bit optimizers and quantization routines.
5 versions - Latest release: over 2 years ago - 6 dependent repositories - 1.47 thousand downloads last month - 94 stars on GitHub - 1 maintainer
deepvac 0.6.0
PyTorch python project standard
59 versions - Latest release: almost 3 years ago - 1 dependent repositories - 154 downloads last month - 639 stars on GitHub - 1 maintainer
bitsandbytes-cuda114 0.26.0.post2
8-bit optimizers and quantization routines.
1 version - Latest release: almost 2 years ago - 141 downloads last month - 94 stars on GitHub - 1 maintainer
Top 9.4% on pypi.org
bitsandbytes-cuda117 0.26.0.post2
8-bit optimizers and quantization routines.
1 version - Latest release: almost 2 years ago - 1 dependent package - 1 dependent repositories - 1.55 thousand downloads last month - 94 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
nncf 2.10.0
Neural Networks Compression Framework
20 versions - Latest release: about 2 months ago - 7 dependent packages - 99 dependent repositories - 71 thousand downloads last month - 772 stars on GitHub - 3 maintainers
Top 7.4% on pypi.org
pngquant 1.0.7
A Python Wrapper of pngquant
8 versions - Latest release: almost 5 years ago - 3 dependent packages - 14 dependent repositories - 9.52 thousand downloads last month - 30 stars on GitHub - 1 maintainer
gguf-llama 0.0.18
Wrapper for simplified use of Llama2 GGUF quantized models.
9 versions - Latest release: 5 months ago - 1 dependent package - 140 downloads last month - 2 stars on GitHub - 1 maintainer
Top 4.2% on pypi.org
navec 0.10.0
Compact high quality word embeddings for russian language
9 versions - Latest release: over 3 years ago - 3 dependent packages - 50 dependent repositories - 10.5 thousand downloads last month - 166 stars on GitHub - 1 maintainer
mindspore-gs 0.4.0
A MindSpore model optimization algorithm set..
3 versions - Latest release: about 2 months ago - 124 downloads last month - 1 maintainer
mopnette 0.0.11
Wrapper for quantizing vision models
2 versions - Latest release: about 3 years ago - 1 dependent repositories - 23 downloads last month - 1 maintainer
Top 5.4% on pypi.org
optimum-graphcore 0.7.1
Optimum Library is an extension of the Hugging Face Transformers library, providing a framework t...
18 versions - Latest release: 10 months ago - 1 dependent package - 7 dependent repositories - 4.18 thousand downloads last month - 82 stars on GitHub - 2 maintainers
gptq-triton 0.0.4
Fast GPTQ kernels written in Triton
2 versions - Latest release: about 1 year ago - 24 downloads last month - 256 stars on GitHub - 1 maintainer
quanto 0.1.0
A quantization toolkit for pytorch.
15 versions - Latest release: 3 months ago - 6.23 thousand downloads last month - 514 stars on GitHub - 1 maintainer
Top 6.4% on pypi.org
intel-extension-for-transformers 1.4.1
Repository of Intel® Intel Extension for Transformers
16 versions - Latest release: about 2 months ago - 1 dependent package - 4 dependent repositories - 4.72 thousand downloads last month - 1,909 stars on GitHub - 1 maintainer
owlite 0.0.5
A fake package to warn the user they are not installing the correct package.
5 versions - Latest release: 3 months ago - 22 downloads last month - 28 stars on GitHub - 2 maintainers
aimet-tensorflow 0.0.1
AIMET for TensorFlow
1 version - Latest release: 4 months ago - 48 downloads last month - 1,937 stars on GitHub - 4 maintainers
aimet-onnx 0.0.2
AIMET for ONNX
2 versions - Latest release: 4 months ago - 52 downloads last month - 1,937 stars on GitHub - 4 maintainers
openvino-optimum 0.0.2
Intel OpenVINO extension for Hugging Face Transformers
2 versions - Latest release: over 2 years ago - 1 dependent repositories - 25 downloads last month - 97 stars on GitHub - 1 maintainer
bitcodes-pytorch 0.0.1 💰
Bitcodes - Pytorch
1 version - Latest release: over 1 year ago - 30 downloads last month - 6 stars on GitHub - 1 maintainer
efficientbioai 0.0.6
efficientbioai is a python package for efficient deep learning in bioimaging
2 versions - Latest release: about 1 year ago - 18 downloads last month - 1,155 stars on GitHub - 1 maintainer
kd-lib 0.0.32
A PyTorch model compression library containing easy-to-use methods for knowledge distillation, pr...
8 versions - Latest release: about 2 years ago - 1 dependent repositories - 82 downloads last month - 575 stars on GitHub - 3 maintainers
swiss-army-keras 0.10.0
A collection of models and utilities for the development of edge deployable Keras models
52 versions - Latest release: over 1 year ago - 1 dependent repositories - 252 downloads last month - 0 stars on GitHub - 1 maintainer
neural-compressor-3x-tf 2.5.1
Repository of Intel® Neural Compressor
4 versions - Latest release: 2 months ago - 1 dependent package - 44 downloads last month - 2,006 stars on GitHub - 1 maintainer
neural-compressor-full 2.1.1
Repository of Intel® Neural Compressor
9 versions - Latest release: about 1 year ago - 90 downloads last month - 2,006 stars on GitHub - 1 maintainer
neural-compressor-3x-ort 2.5.1
Repository of Intel® Neural Compressor
2 versions - Latest release: 2 months ago - 1 dependent package - 23 downloads last month - 2,000 stars on GitHub - 1 maintainer
neural-compressor-3x-pt 2.5.1
Repository of Intel® Neural Compressor
4 versions - Latest release: 2 months ago - 1 dependent package - 58 downloads last month - 2,000 stars on GitHub - 1 maintainer
Top 8.3% on pypi.org
qonnx 0.3.0
Frontend and utilities for QONNX
3 versions - Latest release: 11 months ago - 3 dependent packages - 1 dependent repositories - 20.4 thousand downloads last month - 98 stars on GitHub - 1 maintainer
pyepr-quantum 0.9.0
Powerful, automated analysis and design of quantum microwave chips & devices [Energy-Participatio...
14 versions - Latest release: 12 months ago - 1 dependent repositories - 1.14 thousand downloads last month - 156 stars on GitHub - 2 maintainers
Top 3.0% on pypi.org
sparseml 1.7.1
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...
41 versions - Latest release: 25 days ago - 4 dependent packages - 20 dependent repositories - 3.31 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
gguf-modeldb 0.0.3
A Llama2 quantized gguf model db with over 80 preconfigured models downloadable in one line, easl...
8 versions - Latest release: 5 months ago - 1 dependent package - 127 downloads last month - 10 stars on GitHub - 1 maintainer
Related Keywords