Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

pypi.org "quantization" keyword

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 - 62 downloads last month - 1,963 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...
59 versions - Latest release: about 1 month ago - 1 dependent repositories - 3.16 thousand downloads last month - 1,121 stars on GitHub - 6 maintainers
hqq 0.1.7
Half-Quadratic Quantization (HQQ)
13 versions - Latest release: 16 days ago - 68.8 thousand downloads last month - 115 stars on GitHub - 2 maintainers
Top 2.5% on pypi.org
intel-extension-for-pytorch 2.3.0
Intel® Extension for PyTorch*
16 versions - Latest release: about 4 hours ago - 11 dependent packages - 10 dependent repositories - 23.5 thousand downloads last month - 1,316 stars on GitHub - 6 maintainers
kd-lib 0.0.32
A PyTorch model compression library containing easy-to-use methods for knowledge distillation, pr...
8 versions - Latest release: almost 2 years ago - 1 dependent repositories - 105 downloads last month - 567 stars on GitHub - 6 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...
153 versions - Latest release: about 15 hours ago - 1 dependent package - 1 dependent repositories - 1.07 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
grag 0.0.1
A simple package for implementing RAG
2 versions - Latest release: about 16 hours ago - 346 downloads last month - 4 stars on GitHub - 3 maintainers
Top 1.9% on pypi.org
vector-quantize-pytorch 1.14.22
Vector Quantization - Pytorch
194 versions - Latest release: about 20 hours ago - 21 dependent packages - 120 dependent repositories - 192 thousand downloads last month - 1,913 stars on GitHub - 1 maintainer
neural-compressor-full 2.1.1
Repository of Intel® Neural Compressor
9 versions - Latest release: almost 1 year ago - 112 downloads last month - 1,974 stars on GitHub - 1 maintainer
neural-compressor-3x-pt 2.5.1
Repository of Intel® Neural Compressor
4 versions - Latest release: about 1 month ago - 69 downloads last month - 1,974 stars on GitHub - 2 maintainers
Top 1.8% on pypi.org
neural-compressor 2.5.1
Repository of Intel® Neural Compressor
29 versions - Latest release: about 1 month ago - 14 dependent packages - 281 dependent repositories - 29.3 thousand downloads last month - 1,974 stars on GitHub - 1 maintainer
neural-compressor-3x-tf 2.5.1
Repository of Intel® Neural Compressor
4 versions - Latest release: about 1 month ago - 61 downloads last month - 1,974 stars on GitHub - 2 maintainers
neural-compressor-3x-ort 2.5.1
Repository of Intel® Neural Compressor
2 versions - Latest release: about 1 month ago - 36 downloads last month - 1,974 stars on GitHub - 2 maintainers
neural-insights 2.4
Repository of Intel® Neural Compressor
4 versions - Latest release: 5 months ago - 38 downloads last month - 1,971 stars on GitHub - 2 maintainers
neural-solution 2.4
Repository of Intel® Neural Compressor
4 versions - Latest release: 5 months ago - 46 downloads last month - 1,683 stars on GitHub - 1 maintainer
mct-nightly 0.0.0
A Model Compression Toolkit for neural networks
917 versions - Latest release: over 2 years ago - 1 dependent repositories - 10.5 thousand downloads last month - 265 stars on GitHub - 1 maintainer
model-compression-toolkit 2.0.0
A Model Compression Toolkit for neural networks
16 versions - Latest release: about 1 month ago - 1 dependent repositories - 479 downloads last month - 265 stars on GitHub - 2 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: 5 months ago - 188 downloads last month - 21 stars on GitHub - 2 maintainers
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...
63 versions - Latest release: 1 day ago - 51 dependent packages - 715 dependent repositories - 1.12 million downloads last month - 2,003 stars on GitHub - 8 maintainers
finn 0.0.1
QNN dataflow compiler for Xilinx FPGAs
1 version - Latest release: over 2 years ago - 1 dependent repositories - 47 downloads last month - 667 stars on GitHub - 3 maintainers
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 - 42 downloads last month - 667 stars on GitHub - 2 maintainers
Top 8.9% on pypi.org
tf-model-optimization-nightly 0.8.0.dev2024021403
A suite of tools that users, both novice and advanced can use to optimize machine learning models...
341 versions - Latest release: 3 months ago - 1 dependent repositories - 1.82 thousand downloads last month - 1,470 stars on GitHub - 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: 3 months ago - 12 dependent packages - 882 dependent repositories - 797 thousand downloads last month - 1,470 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 - 23 downloads last month - 146 stars on GitHub - 2 maintainers
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 - 2 maintainers
aimet-onnx 0.0.2
AIMET for ONNX
2 versions - Latest release: 3 months ago - 49 downloads last month - 1,920 stars on GitHub - 6 maintainers
Top 3.9% on pypi.org
qkeras 0.9.0
Quantization package for Keras
1 version - Latest release: almost 3 years ago - 2 dependent packages - 22 dependent repositories - 2.03 thousand downloads last month - 523 stars on GitHub - 1 maintainer
aimet-tensorflow 0.0.1
AIMET for TensorFlow
1 version - Latest release: 3 months ago - 42 downloads last month - 1,918 stars on GitHub - 7 maintainers
Top 8.3% on pypi.org
qonnx 0.3.0
Frontend and utilities for QONNX
3 versions - Latest release: 10 months ago - 3 dependent packages - 1 dependent repositories - 31.2 thousand downloads last month - 96 stars on GitHub - 1 maintainer
openvino-optimum 0.0.2
Intel OpenVINO extension for Hugging Face Transformers
2 versions - Latest release: about 2 years ago - 1 dependent repositories - 22 downloads last month - 97 stars on GitHub - 1 maintainer
Top 1.9% on pypi.org
ctranslate2 4.2.1
Fast inference engine for Transformer models
105 versions - Latest release: 16 days ago - 19 dependent packages - 48 dependent repositories - 424 thousand downloads last month - 2,812 stars on GitHub - 5 maintainers
Top 4.6% on pypi.org
sparsezoo 1.7.0
Neural network model repository for highly sparse and sparse-quantized models with matching spars...
28 versions - Latest release: about 2 months ago - 5 dependent packages - 6 dependent repositories - 5.36 thousand downloads last month - 357 stars on GitHub - 1 maintainer
Top 8.1% on pypi.org
sparsezoo-nightly 1.8.0.20240506
Neural network model repository for highly sparse and sparse-quantized models with matching spars...
158 versions - Latest release: 4 days ago - 3 dependent packages - 1 dependent repositories - 3.12 thousand downloads last month - 357 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...
149 versions - Latest release: about 1 month ago - 3 dependent packages - 1 dependent repositories - 2.63 thousand downloads last month - 2,664 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: about 2 months ago - 3 dependent packages - 6 dependent repositories - 5.1 thousand downloads last month - 2,664 stars on GitHub - 2 maintainers
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: 7 months ago - 3 dependent packages - 53 downloads last month - 2,664 stars on GitHub - 1 maintainer
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: about 2 months ago - 2 dependent packages - 280 downloads last month - 2,664 stars on GitHub - 2 maintainers
ptcq 0.1.1
PyTorch Complex Quantization
2 versions - Latest release: about 1 year ago - 9 downloads last month - 2 stars on GitHub - 2 maintainers
Top 4.8% on pypi.org
brevitas 0.10.2
Quantization-aware training in PyTorch
15 versions - Latest release: 3 months ago - 2 dependent packages - 4 dependent repositories - 3.57 thousand downloads last month - 1,089 stars on GitHub - 7 maintainers
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 - 1.2 thousand downloads last month - 538 stars on GitHub - 2 maintainers
Top 1.6% on pypi.org
faster-whisper 1.0.1
Faster Whisper transcription with CTranslate2
15 versions - Latest release: 2 months ago - 22 dependent packages - 35 dependent repositories - 336 thousand downloads last month - 8,811 stars on GitHub - 3 maintainers
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: about 2 years ago - 2 dependent packages - 10 dependent repositories - 7.69 thousand downloads last month - 0 stars on GitHub - 2 maintainers
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 - 31 downloads last month - 1 stars on GitHub - 2 maintainers
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 - 231 downloads last month - 2,929 stars on GitHub - 2 maintainers
lixinger-openapi 1.0.2
lixinger openapi
11 versions - Latest release: about 5 years ago - 1 dependent repositories - 100 downloads last month - 49 stars on GitHub - 2 maintainers
Top 1.1% on pypi.org
bitsandbytes 0.43.1
k-bit optimizers and matrix multiplication routines.
44 versions - Latest release: 29 days ago - 115 dependent packages - 3,758 dependent repositories - 1.7 million downloads last month - 5,410 stars on GitHub - 2 maintainers
discrete-key-value-bottleneck-pytorch 0.1.1
Discrete Key / Value Bottleneck - Pytorch
10 versions - Latest release: 10 months ago - 1 dependent package - 1 dependent repositories - 1.36 thousand downloads last month - 87 stars on GitHub - 2 maintainers
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: about 2 months ago - 107 downloads last month - 8 stars on GitHub - 2 maintainers
Top 4.6% on pypi.org
mmrazor 1.0.0
OpenMMLab Model Compression Toolbox and Benchmark
8 versions - Latest release: about 1 year ago - 3 dependent packages - 31 dependent repositories - 329 downloads last month - 1,347 stars on GitHub - 2 maintainers
aimet-torch 1.31.1
AIMET torch Package
4 versions - Latest release: 8 days ago - 123 downloads last month - 4 stars on GitHub - 8 maintainers
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: 2 months ago - 20 dependent packages - 47 dependent repositories - 131 thousand downloads last month - 3,800 stars on GitHub - 4 maintainers
clika-inference 0.0.2
A fake package to warn the user they are not installing the correct package.
3 versions - Latest release: 3 months ago - 2 downloads last month - 2 maintainers
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: 8 days ago - 1 dependent package - 4 dependent repositories - 140 thousand downloads last month - 1,210 stars on GitHub - 2 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 - 2 maintainers
Top 3.0% on pypi.org
sparseml 1.7.0
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabli...
39 versions - Latest release: about 2 months ago - 4 dependent packages - 20 dependent repositories - 3.37 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
fastgpt 0.0.8
boost inference speed of GPT models in transformers by onnxruntime
8 versions - Latest release: about 1 year ago - 2 dependent repositories - 47 downloads last month - 48 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: 9 days ago - 6 dependent packages - 4 dependent repositories - 45.9 thousand downloads last month - 559 stars on GitHub - 1 maintainer
tqt 1.0.2
torch implement of TQT
17 versions - Latest release: over 2 years ago - 1 dependent repositories - 164 downloads last month - 19 stars on GitHub - 2 maintainers
cformers 0.0.4
SoTA Transformers with C-backend for fast inference on your CPU.
4 versions - Latest release: about 1 year ago - 57 downloads last month - 2 maintainers
clika-compression 0.0.2
A fake package to warn the user they are not installing the correct package.
3 versions - Latest release: 3 months ago - 10 downloads last month - 2 maintainers
clika-ace 0.0.2
A fake package to warn the user they are not installing the correct package.
3 versions - Latest release: 3 months ago - 14 downloads last month - 2 maintainers
clika-client 0.0.2
A fake package to warn the user they are not installing the correct package.
3 versions - Latest release: 3 months ago - 26 downloads last month - 2 maintainers
rpq-pytorch 0.0.34
Reverse Product Quantization (RPQ) of weights to reduce static memory usage.
8 versions - Latest release: 7 months ago - 1 dependent repositories - 39 downloads last month - 0 stars on GitHub - 2 maintainers
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 - 40 downloads last month - 6 stars on GitHub - 2 maintainers
bnn 0.1.2
Binarize deep convolutional neural networks using python and pytorch
3 versions - Latest release: almost 3 years ago - 1 dependent repositories - 46 downloads last month - 121 stars on GitHub - 2 maintainers
optimum-furiosa 0.1.0
Optimum Furiosa is the interface between the 🤗 Transformers library and Furiosa NPUs such as Furi...
1 version - Latest release: 10 months ago - 1 dependent package - 25 downloads last month - 24 stars on GitHub - 2 maintainers
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 - 4 maintainers
optimum-openvino 0.0.2
Intel OpenVINO extension for Hugging Face Transformers
3 versions - Latest release: about 2 years ago - 1 dependent repositories - 60 downloads last month - 8 stars on GitHub - 2 maintainers
abupy 0.4.0
阿布量化系统
6 versions - Latest release: over 6 years ago - 1 dependent repositories - 303 downloads last month - 11,138 stars on GitHub - 1 maintainer
nqlib 0.5.1
NQLib: Library to design noise shaping quantizer for discrete-valued input control.
8 versions - Latest release: 8 months ago - 1 dependent repositories - 59 downloads last month - 4 stars on GitHub - 2 maintainers
quantizer-pytorch 0.0.22 💰
Quantizer - PyTorch
22 versions - Latest release: over 1 year ago - 1 dependent repositories - 196 downloads last month - 1 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 - 266 downloads last month - 1,321 stars on GitHub - 2 maintainers
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 - 355 downloads last month - 2,160 stars on GitHub - 1 maintainer
brocolli 4.0.2
everything in pytorch
5 versions - Latest release: 12 months ago - 77 downloads last month - 329 stars on GitHub - 2 maintainers
Top 8.2% on pypi.org
llmtuner 0.7.0
Easy-to-use LLM fine-tuning framework
29 versions - Latest release: 13 days ago - 1 dependent repositories - 1.59 thousand downloads last month - 17,277 stars on GitHub - 2 maintainers
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-cuda115 0.26.0.post2
8-bit optimizers and quantization routines.
1 version - Latest release: over 1 year ago - 95 downloads last month - 85 stars on GitHub - 2 maintainers
bitsandbytes-cuda116 0.26.0.post2
8-bit optimizers and quantization routines.
1 version - Latest release: over 1 year ago - 1 dependent repositories - 1.58 thousand downloads last month - 85 stars on GitHub - 2 maintainers
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 - 684 downloads last month - 85 stars on GitHub - 2 maintainers
bitsandbytes-cuda110 0.26.0
8-bit optimizers and quantization routines.
5 versions - Latest release: over 2 years ago - 1 dependent repositories - 1.18 thousand downloads last month - 85 stars on GitHub - 2 maintainers
Top 9.4% on pypi.org
bitsandbytes-cuda117 0.26.0.post2
8-bit optimizers and quantization routines.
1 version - Latest release: over 1 year ago - 1 dependent package - 1 dependent repositories - 1.82 thousand downloads last month - 85 stars on GitHub - 2 maintainers
bitsandbytes-cuda112 0.26.0
8-bit optimizers and quantization routines.
5 versions - Latest release: over 2 years ago - 517 downloads last month - 85 stars on GitHub - 2 maintainers
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 - 4.89 thousand downloads last month - 85 stars on GitHub - 2 maintainers
bitsandbytes-cuda102 0.26.0
8-bit optimizers and quantization routines.
6 versions - Latest release: over 2 years ago - 2 dependent repositories - 950 downloads last month - 85 stars on GitHub - 2 maintainers
bitsandbytes-cuda114 0.26.0.post2
8-bit optimizers and quantization routines.
1 version - Latest release: over 1 year ago - 185 downloads last month - 85 stars on GitHub - 2 maintainers
owlite 0.0.5
A fake package to warn the user they are not installing the correct package.
5 versions - Latest release: 2 months ago - 25 downloads last month - 23 stars on GitHub - 3 maintainers
Top 7.4% on pypi.org
pngquant 1.0.7
A Python Wrapper of pngquant
8 versions - Latest release: over 4 years ago - 1 dependent package - 14 dependent repositories - 10.1 thousand downloads last month - 30 stars on GitHub - 2 maintainers
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 - 12.6 thousand downloads last month - 160 stars on GitHub - 2 maintainers
gguf-llama 0.0.18
Wrapper for simplified use of Llama2 GGUF quantized models.
9 versions - Latest release: 4 months ago - 145 downloads last month - 2 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
nncf 2.10.0
Neural Networks Compression Framework
20 versions - Latest release: 15 days ago - 3 dependent packages - 99 dependent repositories - 73.5 thousand downloads last month - 772 stars on GitHub - 3 maintainers
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: 9 months ago - 1 dependent package - 7 dependent repositories - 4.47 thousand downloads last month - 79 stars on GitHub - 2 maintainers
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...
42 versions - Latest release: 15 days ago - 3 dependent packages - 1 dependent repositories - 81.8 thousand downloads last month - 316 stars on GitHub - 4 maintainers
mopnette 0.0.11
Wrapper for quantizing vision models
2 versions - Latest release: about 3 years ago - 1 dependent repositories - 12 downloads last month - 2 maintainers
mindspore-gs 0.4.0
A MindSpore model optimization algorithm set..
3 versions - Latest release: 15 days ago - 16 downloads last month - 1 maintainer
gptq-triton 0.0.4
Fast GPTQ kernels written in Triton
2 versions - Latest release: about 1 year ago - 23 downloads last month - 247 stars on GitHub - 2 maintainers
bitcodes-pytorch 0.0.1 💰
Bitcodes - Pytorch
1 version - Latest release: over 1 year ago - 14 downloads last month - 5 stars on GitHub - 2 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: about 1 year ago - 1 dependent repositories - 173 downloads last month - 0 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
15 versions - Latest release: 19 days ago - 4 dependent repositories - 4.45 thousand downloads last month - 1,909 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: 11 months ago - 1 dependent repositories - 829 downloads last month - 150 stars on GitHub - 2 maintainers
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: 4 months ago - 233 downloads last month - 9 stars on GitHub - 2 maintainers
Related Keywords