Microsoft Olive

Open source

Model optimization toolkit for quantization, pruning, and finetuning targeting ONNX Runtime.

by Microsoft ↗Official site ↗Source code ↗

License: open-source
Open source: Yes

Editorial review

Microsoft Olive has not yet been editorially reviewed. User reviews and published field data below are unaffected — we say so rather than implying an editorial verdict.

Facts & attributes

Every value carries its evidence state. “—” means unknown — never a silent default (P-02).

Identity · Taxonomy

Documentation(HTTPS URL): https://microsoft.github.io/Olive/Verified
Tags(open-source;cloud-native): ONNX Runtime, model optimization, quantization, finetuning, edge AIVerification pending

Platform · Deployment

Delivery model(SaaS;self-hosted;desktop;mobile;embedded;managed-cloud;appliance): self-hostedVerification pending

Pricing · Licensing

License model(proprietary;open-source;source-available;dual-license): open-sourceVerification pending
Source repository(HTTPS URL): https://github.com/microsoft/oliveVerified
SPDX license IDs(Apache-2.0;MIT): MITVerified

Features · Product · Fit

Core capabilities(authoring;automation;analytics): ML model finetuning, Model conversion, Quantization, Model optimization for CPUs, GPUs and NPUs, Automated technique composition under accuracy and latency constraintsVerification pending

Audience · Use · Case

Best for(Neutral editorial summary): Teams optimizing models for ONNX Runtime inference on CPUs, GPUs, and NPUsVerification pending
Primary use cases(build;monitor;automate): Producing efficient ONNX models for inferencing on the cloud or edge, AI model optimization for the ONNX RuntimeVerification pending
Skill level(beginner;intermediate;advanced;specialist): advancedVerified

Lifecycle · Versioning

Maintenance status(active;maintenance;deprecated;EOL;archived): activeVerification pending

Vendor · Maintainer

Founded year(2012): 1975Verified
Headquarters country(US): United StatesVerified
Vendor type(commercial;foundation;community;government;consortium;individual): commercialVerification pending

User reviews

Review policy

No published reviews yet.