René's URL Explorer Experiment

Title: GitHub - microsoft/Olive: Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs. · GitHub

Open Graph Title: GitHub - microsoft/Olive: Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.

X Title: GitHub - microsoft/Olive: Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.

Description: Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs. - microsoft/Olive

Open Graph Description: Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs. - microsoft/Olive

X Description: Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs. - microsoft/Olive

Opengraph URL: https://github.com/microsoft/Olive

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:eb08d9df-6468-ee97-870d-be4f562073a2
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	EBEC:1EE8:6A667A:9B75F7:6A4CFBD7
html-safe-nonce	0b36ff4478c68a222f0044b9a6b1e23a7a074f4b60adbdae21ce646579e07995
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFQkVDOjFFRTg6NkE2NjdBOjlCNzVGNzo2QTRDRkJENyIsInZpc2l0b3JfaWQiOiI2MjE2NjA2MTEyMDY3NDE5MDk1IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac	0577413e3f3511fc2c865f3a9bed8d04b792fa883d7751d78e9a8c70b50acc02
hovercard-subject-tag	repository:201991558
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/microsoft/Olive
twitter:image	https://opengraph.githubassets.com/628ebf48053c90ae2ac5687359224f10b838191c56a7e95e32724248f4965f51/microsoft/Olive
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/628ebf48053c90ae2ac5687359224f10b838191c56a7e95e32724248f4965f51/microsoft/Olive
og:image:alt	Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs. - microsoft/Olive
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	31e4db13a9e20081f2fac78f441659a6576e582bbb15e153f9c7fb6473aa29f5
turbo-cache-control	no-cache
go-import	github.com/microsoft/Olive git https://github.com/microsoft/Olive.git
octolytics-dimension-user_id	6154722
octolytics-dimension-user_login	microsoft
octolytics-dimension-repository_id	201991558
octolytics-dimension-repository_nwo	microsoft/Olive
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	false
octolytics-dimension-repository_network_root_id	201991558
octolytics-dimension-repository_network_root_nwo	microsoft/Olive
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	8307e9ba117a26e92a64fb1daf085d795a6552ed
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/microsoft/Olive#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FOlive
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FOlive
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=microsoft%2FOlive
Reload	https://github.com/microsoft/Olive
Reload	https://github.com/microsoft/Olive
Reload	https://github.com/microsoft/Olive
Please reload this page	https://github.com/microsoft/Olive
microsoft	https://github.com/microsoft
Olive	https://github.com/microsoft/Olive
Notifications	https://github.com/login?return_to=%2Fmicrosoft%2FOlive
Fork 304	https://github.com/login?return_to=%2Fmicrosoft%2FOlive
Star 2.3k	https://github.com/login?return_to=%2Fmicrosoft%2FOlive
Code	https://github.com/microsoft/Olive
Issues 23	https://github.com/microsoft/Olive/issues
Pull requests 17	https://github.com/microsoft/Olive/pulls
Discussions	https://github.com/microsoft/Olive/discussions
Actions	https://github.com/microsoft/Olive/actions
Projects	https://github.com/microsoft/Olive/projects
Models	https://github.com/microsoft/Olive/models
Security and quality 0	https://github.com/microsoft/Olive/security
Insights	https://github.com/microsoft/Olive/pulse
Code	https://github.com/microsoft/Olive
Issues	https://github.com/microsoft/Olive/issues
Pull requests	https://github.com/microsoft/Olive/pulls
Discussions	https://github.com/microsoft/Olive/discussions
Actions	https://github.com/microsoft/Olive/actions
Projects	https://github.com/microsoft/Olive/projects
Models	https://github.com/microsoft/Olive/models
Security and quality	https://github.com/microsoft/Olive/security
Insights	https://github.com/microsoft/Olive/pulse
	https://github.com/microsoft/Olive
Branches	https://github.com/microsoft/Olive/branches
Tags	https://github.com/microsoft/Olive/tags
	https://github.com/microsoft/Olive/branches
	https://github.com/microsoft/Olive/tags
1,950 Commits	https://github.com/microsoft/Olive/commits/main/
	https://github.com/microsoft/Olive/commits/main/
.azure_pipelines	https://github.com/microsoft/Olive/tree/main/.azure_pipelines
.azure_pipelines	https://github.com/microsoft/Olive/tree/main/.azure_pipelines
.github	https://github.com/microsoft/Olive/tree/main/.github
.github	https://github.com/microsoft/Olive/tree/main/.github
docs	https://github.com/microsoft/Olive/tree/main/docs
docs	https://github.com/microsoft/Olive/tree/main/docs
mcp	https://github.com/microsoft/Olive/tree/main/mcp
mcp	https://github.com/microsoft/Olive/tree/main/mcp
notebooks	https://github.com/microsoft/Olive/tree/main/notebooks
notebooks	https://github.com/microsoft/Olive/tree/main/notebooks
olive	https://github.com/microsoft/Olive/tree/main/olive
olive	https://github.com/microsoft/Olive/tree/main/olive
scripts	https://github.com/microsoft/Olive/tree/main/scripts
scripts	https://github.com/microsoft/Olive/tree/main/scripts
test	https://github.com/microsoft/Olive/tree/main/test
test	https://github.com/microsoft/Olive/tree/main/test
.coveragerc	https://github.com/microsoft/Olive/blob/main/.coveragerc
.coveragerc	https://github.com/microsoft/Olive/blob/main/.coveragerc
.editorconfig	https://github.com/microsoft/Olive/blob/main/.editorconfig
.editorconfig	https://github.com/microsoft/Olive/blob/main/.editorconfig
.flake8	https://github.com/microsoft/Olive/blob/main/.flake8
.flake8	https://github.com/microsoft/Olive/blob/main/.flake8
.gitattributes	https://github.com/microsoft/Olive/blob/main/.gitattributes
.gitattributes	https://github.com/microsoft/Olive/blob/main/.gitattributes
.gitignore	https://github.com/microsoft/Olive/blob/main/.gitignore
.gitignore	https://github.com/microsoft/Olive/blob/main/.gitignore
.lintrunner.toml	https://github.com/microsoft/Olive/blob/main/.lintrunner.toml
.lintrunner.toml	https://github.com/microsoft/Olive/blob/main/.lintrunner.toml
.pre-commit-config.yaml	https://github.com/microsoft/Olive/blob/main/.pre-commit-config.yaml
.pre-commit-config.yaml	https://github.com/microsoft/Olive/blob/main/.pre-commit-config.yaml
AGENTS.md	https://github.com/microsoft/Olive/blob/main/AGENTS.md
AGENTS.md	https://github.com/microsoft/Olive/blob/main/AGENTS.md
CONTRIBUTING.md	https://github.com/microsoft/Olive/blob/main/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/microsoft/Olive/blob/main/CONTRIBUTING.md
LICENSE	https://github.com/microsoft/Olive/blob/main/LICENSE
LICENSE	https://github.com/microsoft/Olive/blob/main/LICENSE
MANIFEST.in	https://github.com/microsoft/Olive/blob/main/MANIFEST.in
MANIFEST.in	https://github.com/microsoft/Olive/blob/main/MANIFEST.in
NEWS.md	https://github.com/microsoft/Olive/blob/main/NEWS.md
NEWS.md	https://github.com/microsoft/Olive/blob/main/NEWS.md
NOTICE.txt	https://github.com/microsoft/Olive/blob/main/NOTICE.txt
NOTICE.txt	https://github.com/microsoft/Olive/blob/main/NOTICE.txt
README.md	https://github.com/microsoft/Olive/blob/main/README.md
README.md	https://github.com/microsoft/Olive/blob/main/README.md
SECURITY.md	https://github.com/microsoft/Olive/blob/main/SECURITY.md
SECURITY.md	https://github.com/microsoft/Olive/blob/main/SECURITY.md
pyproject.toml	https://github.com/microsoft/Olive/blob/main/pyproject.toml
pyproject.toml	https://github.com/microsoft/Olive/blob/main/pyproject.toml
requirements-dev.txt	https://github.com/microsoft/Olive/blob/main/requirements-dev.txt
requirements-dev.txt	https://github.com/microsoft/Olive/blob/main/requirements-dev.txt
requirements.txt	https://github.com/microsoft/Olive/blob/main/requirements.txt
requirements.txt	https://github.com/microsoft/Olive/blob/main/requirements.txt
setup.py	https://github.com/microsoft/Olive/blob/main/setup.py
setup.py	https://github.com/microsoft/Olive/blob/main/setup.py
README	https://github.com/microsoft/Olive
Code of conduct	https://github.com/microsoft/Olive
Contributing	https://github.com/microsoft/Olive
MIT license	https://github.com/microsoft/Olive
Security	https://github.com/microsoft/Olive
	https://pypi.org/project/olive-ai/
	https://microsoft.github.io/Olive/
	https://github.com/microsoft/Olive#ai-model-optimization-toolkit-for-the-onnx-runtime
	https://github.com/microsoft/Olive#-news-highlights
Exploring Optimal Quantization Settings for Small Language Models with Olive	https://microsoft.github.io/Olive/blogs/quant-slms.html
Olive examples are relocated to new Olive-recipes repository	https://github.com/microsoft/olive-recipes
Olive 0.9.2 is released with new quantization algorithms	https://github.com/microsoft/Olive/releases/tag/v0.9.2
Olive 0.9.0 is released with support for NPUs	https://github.com/microsoft/Olive/releases/tag/v0.9.0
Olive 0.8.0 is released with new quantization techniques	https://github.com/microsoft/Olive/releases/tag/v0.8.0
New Notebook available - Finetune and Optimize DeepSeek R1 with Olive 🐋	https://github.com/microsoft/Olive/blob/main/notebooks/olive-deepseek-finetune.ipynb
Democratizing AI Model optimization with the new Olive CLI	https://onnxruntime.ai/blogs/olive-cli
Unlocking NLP Potential: Fine-Tuning with Microsoft Olive (Ignite Pre-Day Lab PRE016)	https://github.com/Azure/Ignite_FineTuning_workshop
Olive supports generating models for MultiLoRA serving on the ONNX Runtime	https://onnxruntime.ai/blogs/multilora
Windows Dev Chat: Optimizing models from Hugging Face for the ONNX Runtime (video)	https://www.youtube.com/live/lAc1fq_0ftw?t=775s
AI Toolkit - VS Code Extension that uses Olive to fine tune models	https://marketplace.visualstudio.com/items?itemName=ms-windows-ai-studio.windows-ai-studio
news archive	https://github.com/microsoft/Olive/blob/main/NEWS.md
	https://github.com/microsoft/Olive#-getting-started
	https://github.com/microsoft/Olive#-quickstart
	https://github.com/microsoft/Olive#1-install-olive-cli
virtual environment	https://docs.python.org/3/library/venv.html
conda environment	https://docs.conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html
Olive package config	https://github.com/microsoft/Olive/blob/main/olive/olive_config.json
Microsoft Developer Tools Docs	https://learn.microsoft.com/en-us/windows/advanced-settings/developer-mode
Hub Client Library Docs	https://huggingface.co/docs/huggingface_hub/guides/manage-cache#limitations
	https://github.com/microsoft/Olive#2-automatic-optimizer
Qwen/Qwen2.5-0.5B-Instruct	https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct
see detailed list here	https://huggingface.co/docs/optimum/en/exporters/onnx/overview
	https://github.com/microsoft/Olive#3-inference-on-the-onnx-runtime
model-chat.py	https://github.com/microsoft/onnxruntime-genai/blob/main/examples/python/model-chat.py
onnxruntime-genai	https://github.com/microsoft/onnxruntime-genai/
	https://github.com/microsoft/Olive#-learn-more
Documentation	https://microsoft.github.io/Olive
Recipes	https://github.com/microsoft/olive-recipes
	https://github.com/microsoft/Olive#datatelemetry
privacy statement	https://github.com/microsoft/Olive/blob/main/docs/Privacy.md
	https://github.com/microsoft/Olive#-contributions-and-feedback
contribution guidelines	https://github.com/microsoft/Olive/blob/main/CONTRIBUTING.md
GitHub Issue	https://github.com/microsoft/Olive/issues
GitHub Discussions	https://github.com/microsoft/Olive/discussions
	https://github.com/microsoft/Olive#️-license
MIT	https://github.com/microsoft/Olive/blob/main/LICENSE
	https://github.com/microsoft/Olive#pipeline-status
	https://dev.azure.com/aiinfra/PublicPackages/_build/latest?definitionId=1240
	https://dev.azure.com/aiinfra/PublicPackages/_build/latest?definitionId=1279
microsoft.github.io/Olive/	https://microsoft.github.io/Olive/
Readme	https://github.com/microsoft/Olive#readme-ov-file
MIT license	https://github.com/microsoft/Olive#MIT-1-ov-file
Code of conduct	https://github.com/microsoft/Olive#coc-ov-file
Contributing	https://github.com/microsoft/Olive#contributing-ov-file
Security policy	https://github.com/microsoft/Olive#security-ov-file
Please reload this page	https://github.com/microsoft/Olive
Activity	https://github.com/microsoft/Olive/activity
Custom properties	https://github.com/microsoft/Olive/custom-properties
304 forks	https://github.com/microsoft/Olive/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FOlive&report=microsoft+%28user%29
Releases 27	https://github.com/microsoft/Olive/releases
Olive-ai 0.13.0 Latest Jun 9, 2026	https://github.com/microsoft/Olive/releases/tag/v0.13.0
+ 26 releases	https://github.com/microsoft/Olive/releases
Packages 0	https://github.com/orgs/microsoft/packages?repo_name=Olive
Please reload this page	https://github.com/microsoft/Olive
Please reload this page	https://github.com/microsoft/Olive
Contributors	https://github.com/microsoft/Olive/graphs/contributors
Please reload this page	https://github.com/microsoft/Olive
Python 98.2%	https://github.com/microsoft/Olive/search?l=python
Jupyter Notebook 1.6%	https://github.com/microsoft/Olive/search?l=jupyter-notebook
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.