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Optimum
productModel Optimization Library
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Overview
Developed byHugging Face
LicenseApache License 2.0
Open source✓ Open Source
Use caseMachine learning model optimization and inference acceleration
Technical
Protocols
ONNX
Knowledge graph stats
Claims16
Avg confidence92%
Avg freshness100%
Last updatedUpdated yesterday
Trust distribution
100% unverified
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Optimum

product

Hugging Face's optimization toolkit for accelerating transformer models on various hardware with quantization support.

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open source

ValueTrustConfidenceFreshnessSources
true○UnverifiedHighFresh1

pricing model

ValueTrustConfidenceFreshnessSources
Free○UnverifiedHighFresh1

developed by

ValueTrustConfidenceFreshnessSources
Hugging Face○UnverifiedHighFresh1

maintained by

ValueTrustConfidenceFreshnessSources
Hugging Face○UnverifiedHighFresh1

requires

ValueTrustConfidenceFreshnessSources
Python○UnverifiedHighFresh1

integrates with

ValueTrustConfidenceFreshnessSources
Transformers○UnverifiedHighFresh1
ONNX Runtime○UnverifiedHighFresh1
Intel OpenVINO○UnverifiedHighFresh1
PyTorch○UnverifiedModerateFresh1
ONNX○UnverifiedModerateFresh1
AMD ROCm○UnverifiedModerateFresh1

primary use case

ValueTrustConfidenceFreshnessSources
Machine learning model optimization and inference acceleration○UnverifiedHighFresh1
Model optimization for deployment○UnverifiedHighFresh1

license type

ValueTrustConfidenceFreshnessSources
Apache License 2.0○UnverifiedHighFresh1

supports protocol

ValueTrustConfidenceFreshnessSources
ONNX○UnverifiedHighFresh1

Commonly Used With

TransformersONNX RuntimeIntel OpenVINOPyTorchONNXAMD ROCm

Related entities

Claim count: 16Last updated: 4/8/2026Edit history