Open Source
TensorFlow Model Optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Our verdict
We have not reviewed TensorFlow Model Optimization yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About TensorFlow Model Optimization
A toolkit for optimizing machine learning models built with Keras and TensorFlow for deployment. It provides techniques such as quantization and pruning to reduce model size and improve inference speed.
Best for
Developers deploying TensorFlow models to mobile, embedded, or edge devices
Use cases
- Reducing model size for mobile or edge deployment
- Speeding up inference on resource-constrained devices
- Applying post-training quantization to TensorFlow models
Notes
1,572 stars on GitHub. Last updated 2026-06-01. Licensed Apache-2.0.
Pros
- Open source with community support
- Integrates directly with TensorFlow and Keras workflows
- Offers both quantization and pruning techniques
Cons
- Limited to TensorFlow and Keras models only
- May require careful tuning to avoid accuracy loss
- Documentation can be sparse for advanced use cases
Key facts
What we have checked
- Latest version
- 0.8.1 (released 12 May 2026)
- GitHub stars
- 1,579
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How TensorFlow Model Optimization is growing
1,572 to 1,579
Sources
Where this comes from
- GitHubOfficial
- github api via nightly crawl, recovered from git history 20e874270887c1008f860ee0198e461a23c9e438Registry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
Released 0.8.1
Released 0.8.0
Released 0.7.5
Released 0.7.4
Released 0.7.3
Released 0.7.2
Released 0.7.1
Released 0.7.0
Released 0.6.0
Released 0.5.0
Pairs with
Other entries in the index that connect to this one. Click through to see the chain.
Get the free Developer’s Field Guide
A 27-page field guide to the AI coding workflow with Claude. Claude Code, MCP servers, the prompt patterns that work, and what to delegate. Free.
Enter your work email. We send it straight over, plus a few short notes worth knowing. Unsubscribe any time.