neuralmagic/sparseml

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

2,144

stars

1,512

commits

Python

primary language

Jun 2, 2025

updated

automl
computer-vision-algorithms
deep-learning-algorithms
deep-learning-library
deep-learning-models
image-classification
keras
nlp
object-detection
onnx
pruning
pruning-algorithms
pytorch
smaller-models
sparsification
sparsification-recipes
sparsity
tensorflow
transfer-learning
Browse cluster: TensorFlow/Keras model optimization and AutoML

README

tool icon   SparseML

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

🚨 2025 End of Life Announcement: DeepSparse, SparseML, SparseZoo, and Sparsify

Dear Community,

We’re reaching out with heartfelt thanks and important news. Following Neural Magic’s acquisition by Red Hat in January 2025, we’ve shifted our focus to commercial and open-source offerings built around vLLM (virtual large language models).

As part of this transition, we ceased development and deprecated the community versions of DeepSparse (including DeepSparse Enterprise), SparseML, SparseZoo, and Sparsify on June 2, 2025. These tools no longer will receive updates or support.

From day one, our mission was to democratize AI through efficient, accessible tools. We’ve learned so much from your feedback, creativity, and collaboration—watching these tools become vital parts of your ML journeys has meant the world to us.

Though we’ve wound down the community editions, we remain committed to our original values. Now as part of Red Hat, we’re excited to evolve our work around vLLM and deliver even more powerful solutions to the ML community.

With gratitude, The Neural Magic Team (now part of Red Hat)


Contributors

(top 30 of 40)

bfineran

294 commits

markurtz

279 commits

rahul-tuli

167 commits

dbogunowicz

113 commits

neuralmagic/sparseml

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

2,144

stars

1,512

commits

Python

primary language

Jun 2, 2025

updated

automl
computer-vision-algorithms
deep-learning-algorithms
deep-learning-library
deep-learning-models
image-classification
keras
nlp
object-detection
onnx
pruning
pruning-algorithms
pytorch
smaller-models
sparsification
sparsification-recipes
sparsity
tensorflow
transfer-learning
Browse cluster: TensorFlow/Keras model optimization and AutoML

README

tool icon   SparseML

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

🚨 2025 End of Life Announcement: DeepSparse, SparseML, SparseZoo, and Sparsify

Dear Community,

We’re reaching out with heartfelt thanks and important news. Following Neural Magic’s acquisition by Red Hat in January 2025, we’ve shifted our focus to commercial and open-source offerings built around vLLM (virtual large language models).

As part of this transition, we ceased development and deprecated the community versions of DeepSparse (including DeepSparse Enterprise), SparseML, SparseZoo, and Sparsify on June 2, 2025. These tools no longer will receive updates or support.

From day one, our mission was to democratize AI through efficient, accessible tools. We’ve learned so much from your feedback, creativity, and collaboration—watching these tools become vital parts of your ML journeys has meant the world to us.

Though we’ve wound down the community editions, we remain committed to our original values. Now as part of Red Hat, we’re excited to evolve our work around vLLM and deliver even more powerful solutions to the ML community.

With gratitude, The Neural Magic Team (now part of Red Hat)


Contributors

(top 30 of 40)

bfineran

294 commits

markurtz

279 commits

rahul-tuli

167 commits

dbogunowicz

113 commits

Languages

Python

85.0%

Jupyter Notebook

14.7%