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

Top 1.9% on pypi.org
ctranslate2 4.3.0
Fast inference engine for Transformer models
106 versions - Latest release: 3 days ago - 32 dependent packages - 48 dependent repositories - 501 thousand downloads last month - 2,862 stars on GitHub - 3 maintainers
Top 1.9% on pypi.org
vector-quantize-pytorch 1.14.24
Vector Quantization - Pytorch
196 versions - Latest release: 4 days ago - 26 dependent packages - 120 dependent repositories - 196 thousand downloads last month - 1,931 stars on GitHub - 1 maintainer
optimum-benchmark 0.2.0
Optimum-Benchmark is a unified multi-backend utility for benchmarking Transformers, Timm, Diffuse...
1 version - Latest release: 4 days ago - 183 stars on GitHub - 1 maintainer
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: 5 days ago - 4 dependent packages - 20 dependent repositories - 3.31 thousand downloads last month - 1,976 stars on GitHub - 1 maintainer
Top 8.2% on pypi.org
llmtuner 0.7.1
Easy-to-use LLM fine-tuning framework
30 versions - Latest release: 5 days ago - 1 dependent repositories - 1.6 thousand downloads last month - 20,012 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: 10 days ago - 17 dependent packages - 10 dependent repositories - 23.4 thousand downloads last month - 1,316 stars on GitHub - 3 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: 11 days 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: 11 days ago - 404 downloads last month - 4 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: 11 days ago - 82 dependent packages - 715 dependent repositories - 1.12 million downloads last month - 2,003 stars on GitHub - 7 maintainers
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: 14 days ago - 3 dependent packages - 1 dependent repositories - 5.09 thousand downloads last month - 358 stars on GitHub - 1 maintainer
Top 1.6% on pypi.org
faster-whisper 1.0.2
Faster Whisper transcription with CTranslate2
16 versions - Latest release: 15 days ago - 53 dependent packages - 35 dependent repositories - 443 thousand downloads last month - 9,243 stars on GitHub - 2 maintainers
aimet-torch 1.31.1
AIMET torch Package
4 versions - Latest release: 18 days ago - 254 downloads last month - 4 stars on GitHub - 4 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: 18 days ago - 12 dependent packages - 4 dependent repositories - 140 thousand downloads last month - 1,210 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: 19 days ago - 6 dependent packages - 4 dependent repositories - 45.9 thousand downloads last month - 559 stars on GitHub - 1 maintainer
Top 2.6% on pypi.org
nncf 2.10.0
Neural Networks Compression Framework
20 versions - Latest release: 25 days ago - 7 dependent packages - 99 dependent repositories - 73.5 thousand downloads last month - 772 stars on GitHub - 3 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: 26 days ago - 5 dependent packages - 1 dependent repositories - 81.8 thousand downloads last month - 316 stars on GitHub - 3 maintainers
mindspore-gs 0.4.0
A MindSpore model optimization algorithm set..
3 versions - Latest release: 26 days ago - 16 downloads last month - 1 maintainer
hqq 0.1.7
Half-Quadratic Quantization (HQQ)
13 versions - Latest release: 26 days ago - 2 dependent packages - 61 thousand downloads last month - 115 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: 29 days ago - 1 dependent package - 4 dependent repositories - 4.45 thousand downloads last month - 1,909 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 1 month ago - 240 dependent packages - 3,758 dependent repositories - 1.68 million downloads last month - 5,410 stars on GitHub - 2 maintainers
Top 7.6% on pypi.org
otx 1.6.0
OpenVINOâ„¢ Training Extensions: Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenV...
59 versions - Latest release: about 2 months ago - 1 dependent package - 1 dependent repositories - 1.74 thousand downloads last month - 1,122 stars on GitHub - 5 maintainers
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 2 months ago - 3 dependent packages - 1 dependent repositories - 2.63 thousand downloads last month - 2,664 stars on GitHub - 1 maintainer
neural-compressor-3x-tf 2.5.1
Repository of Intel® Neural Compressor
4 versions - Latest release: about 2 months ago - 1 dependent package - 45 downloads last month - 1,999 stars on GitHub - 1 maintainer
neural-compressor-3x-pt 2.5.1
Repository of Intel® Neural Compressor
4 versions - Latest release: about 2 months ago - 1 dependent package - 58 downloads last month - 2,000 stars on GitHub - 1 maintainer
neural-compressor-3x-ort 2.5.1
Repository of Intel® Neural Compressor
2 versions - Latest release: about 2 months ago - 1 dependent package - 23 downloads last month - 2,000 stars on GitHub - 1 maintainer
Top 1.8% on pypi.org
neural-compressor 2.5.1
Repository of Intel® Neural Compressor
29 versions - Latest release: about 2 months ago - 15 dependent packages - 281 dependent repositories - 24.4 thousand downloads last month - 2,000 stars on GitHub - 1 maintainer
model-compression-toolkit 2.0.0
A Model Compression Toolkit for neural networks
16 versions - Latest release: about 2 months ago - 1 dependent repositories - 454 downloads last month - 268 stars on GitHub - 1 maintainer
auto-round 0.11
Repository of AutoRound: Advanced Weight-Only Quantization Algorithm for LLMs
3 versions - Latest release: about 2 months ago - 1 dependent package - 3.94 thousand downloads last month - 48 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: 2 months ago - 3 dependent packages - 6 dependent repositories - 5.1 thousand downloads last month - 2,664 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: 2 months ago - 107 downloads last month - 8 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: 2 months ago - 2 dependent packages - 280 downloads last month - 2,664 stars on GitHub - 1 maintainer
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: 2 months ago - 5 dependent packages - 6 dependent repositories - 4.8 thousand downloads last month - 358 stars on GitHub - 1 maintainer
quanto 0.1.0
A quantization toolkit for pytorch.
14 versions - Latest release: 2 months ago - 6.71 thousand downloads last month - 514 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: 2 months ago - 25 downloads last month - 23 stars on GitHub - 2 maintainers
sparsify-nightly 1.7.0.20240304
Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes ...
141 versions - Latest release: 3 months ago - 1 dependent repositories - 1.05 thousand downloads last month - 315 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 - 131 thousand downloads last month - 3,800 stars on GitHub - 2 maintainers
autoawq-kernels 0.0.6
AutoAWQ Kernels implements the AWQ kernels.
6 versions - Latest release: 3 months ago - 2 dependent packages - 114 thousand downloads last month - 14 stars on GitHub - 1 maintainer
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 - 3.5 thousand downloads last month - 1,097 stars on GitHub - 4 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 - 2.15 thousand downloads last month - 1,471 stars on GitHub - 1 maintainer
aimet-onnx 0.0.2
AIMET for ONNX
2 versions - Latest release: 3 months ago - 51 downloads last month - 1,933 stars on GitHub - 4 maintainers
aimet-tensorflow 0.0.1
AIMET for TensorFlow
1 version - Latest release: 3 months ago - 47 downloads last month - 1,933 stars on GitHub - 4 maintainers
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 - 16 dependent packages - 882 dependent repositories - 765 thousand downloads last month - 1,471 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
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 - 10 downloads last month - 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 - 26 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 - 14 downloads last month - 1 maintainer
auto-around 0.0
Repository of AutoRound: Advanced Weight-Only Quantization Algorithm for LLMs
1 version - Latest release: 4 months ago - 17 downloads last month - 48 stars on GitHub - 1 maintainer
titan-iris 0.58.2
TitanML Takeoff Server is an optimization, compression and deployment platform that makes state o...
576 versions - Latest release: 4 months ago - 4.56 thousand downloads last month - 112 stars on GitHub - 1 maintainer
glai 0.1.3
Easy deployment of quantized llama models on cpu
11 versions - Latest release: 4 months ago - 113 downloads last month - 3 stars on GitHub - 1 maintainer
gguf-llama 0.0.18
Wrapper for simplified use of Llama2 GGUF quantized models.
9 versions - Latest release: 4 months ago - 1 dependent package - 145 downloads last month - 2 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: 4 months ago - 1 dependent package - 127 downloads last month - 10 stars on GitHub - 1 maintainer
llama-memory 0.0.1a1
Easy deployment of quantized llama models on cpu
1 version - Latest release: 4 months ago - 26 downloads last month - 1 stars on GitHub - 1 maintainer
sparsify 1.6.1
Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes ...
24 versions - Latest release: 5 months ago - 1 dependent repositories - 191 downloads last month - 315 stars on GitHub - 1 maintainer
neural-insights 2.4
Repository of Intel® Neural Compressor
4 versions - Latest release: 5 months ago - 41 downloads last month - 2,000 stars on GitHub - 1 maintainer
neural-solution 2.4
Repository of Intel® Neural Compressor
4 versions - Latest release: 5 months ago - 43 downloads last month - 1,683 stars on GitHub - 1 maintainer
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 - 164 downloads last month - 26 stars on GitHub - 1 maintainer
sconce 0.0.76
Model Compresion Made Easy
56 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 492 downloads last month - 32 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: 7 months ago - 3 dependent packages - 53 downloads last month - 2,664 stars on GitHub - 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 - 39 downloads last month - 0 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 - 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 - 4.47 thousand downloads last month - 79 stars on GitHub - 2 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
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 - 1 maintainer
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 - 1.36 thousand downloads last month - 87 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 - 1.23 thousand downloads last month - 154 stars on GitHub - 2 maintainers
brocolli 4.0.2
everything in pytorch
5 versions - Latest release: 12 months ago - 77 downloads last month - 329 stars on GitHub - 1 maintainer
neural-compressor-full 2.1.1
Repository of Intel® Neural Compressor
9 versions - Latest release: about 1 year ago - 93 downloads last month - 2,000 stars on GitHub - 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 - 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
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 - 329 downloads last month - 1,347 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 - 57 downloads last month - 1 maintainer
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
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
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
hnn 0.0.3
A programming framework based on PyTorch for hybrid neural networks with automatic quantization
8 versions - Latest release: about 1 year ago - 1 dependent repositories - 26 downloads last month - 15 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
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
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 - 1 maintainer
bitcodes-pytorch 0.0.1 💰
Bitcodes - Pytorch
1 version - Latest release: over 1 year ago - 14 downloads last month - 5 stars on GitHub - 1 maintainer
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 - 1 maintainer
qsparse 2.0.1
train neural networks with joint quantization and pruning on both weights and activations using a...
17 versions - Latest release: over 1 year ago - 1 dependent repositories - 100 downloads last month - 38 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 - 1.82 thousand downloads last month - 85 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 - 1.58 thousand downloads last month - 85 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 - 95 downloads last month - 85 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 - 185 downloads last month - 85 stars on GitHub - 1 maintainer
bitsandbytes-cuda117-nomatmul 0.30.0 removed
8-bit optimizers and matrix multiplication routines.
1 version - Latest release: almost 2 years ago
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 - 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 - 105 downloads last month - 567 stars on GitHub - 3 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 - 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: about 2 years ago - 3 dependent packages - 10 dependent repositories - 7.69 thousand downloads last month - 0 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 - 26 downloads last month - 97 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 - 60 downloads last month - 8 stars on GitHub - 1 maintainer
jsonvice 1.0.1
jsonvice minifies JSON files by trimming floating point precision.
3 versions - Latest release: over 2 years ago - 1 dependent repositories - 32 downloads last month - 2 stars on GitHub - 1 maintainer
mct-nightly 0.0.0
A Model Compression Toolkit for neural networks
928 versions - Latest release: over 2 years ago - 1 dependent repositories - 9.9 thousand downloads last month - 268 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 - 684 downloads last month - 85 stars on GitHub - 1 maintainer
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 - 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 - 4.89 thousand downloads last month - 85 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 - 1.18 thousand downloads last month - 85 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 - 950 downloads last month - 85 stars on GitHub - 1 maintainer
bitsandbytes-cuda101 0.26.0 removed
8-bit optimizers and quantization routines.
4 versions - Latest release: over 2 years ago