sparsify VS nncf

Compare sparsify vs nncf and see what are their differences.

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sparsify nncf
1 2
317 859
0.6% 3.1%
7.7 9.7
3 months ago 7 days ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

sparsify

Posts with mentions or reviews of sparsify. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-20.

nncf

Posts with mentions or reviews of nncf. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-06.

What are some alternatives?

When comparing sparsify and nncf you can also consider the following projects:

deepsparse - Sparsity-aware deep learning inference runtime for CPUs

gpt-llm-trainer

lego-art-remix - Powerful computer vision assisted Lego mosaic creator · Over 1 million images created (so far!)

model-optimization - A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

sparseml - Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

json-masker - High-performance JSON masker library in Java with no runtime dependencies

PINTO_model_zoo - 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.

Open3D-ML - An extension of Open3D to address 3D Machine Learning tasks

adblockradio - An adblocker for live radio streams and podcasts. Machine learning meets Shazam.

siamese-nn-semantic-text-similarity - A repository containing comprehensive Neural Networks based PyTorch implementations for the semantic text similarity task, including architectures such as: Siamese LSTM Siamese BiLSTM with Attention Siamese Transformer Siamese BERT.

open_model_zoo - Pre-trained Deep Learning models and demos (high quality and extremely fast)

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Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
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InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
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