Renรฉ's URL Explorer Experiment


Title: GitHub - allrob23/bitsandbytes: Accessible large language models via k-bit quantization for PyTorch.

Open Graph Title: GitHub - allrob23/bitsandbytes: Accessible large language models via k-bit quantization for PyTorch.

X Title: GitHub - allrob23/bitsandbytes: Accessible large language models via k-bit quantization for PyTorch.

Description: Accessible large language models via k-bit quantization for PyTorch. - allrob23/bitsandbytes

Open Graph Description: Accessible large language models via k-bit quantization for PyTorch. - allrob23/bitsandbytes

X Description: Accessible large language models via k-bit quantization for PyTorch. - allrob23/bitsandbytes

Opengraph URL: https://github.com/allrob23/bitsandbytes

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern/:user_id/:repository
route-controllerfiles
route-actiondisambiguate
fetch-noncev2:e65bf3e1-1c1f-d3b3-ab1a-1336d470626f
current-catalog-service-hashf3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-idAE80:10929:4AF6:5D81:6978633A
html-safe-nonceaa41c607ffa9f37d016da15138a402ee5db7270b6f07f61721fe05f290a1b06f
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBRTgwOjEwOTI5OjRBRjY6NUQ4MTo2OTc4NjMzQSIsInZpc2l0b3JfaWQiOiIzNjU0MDQ2MzE5MDc4MDQwMzc4IiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac48631facdc907bf3099e3e34cc88eb6c14d98e81fb511a329636891e1054b827
hovercard-subject-tagrepository:866832574
github-keyboard-shortcutsrepository,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location//
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/allrob23/bitsandbytes
twitter:imagehttps://opengraph.githubassets.com/cd9730c847b7733dbcdbf2b3f720f2f1fd29012ea5820148b272cc1a86783fc8/allrob23/bitsandbytes
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/cd9730c847b7733dbcdbf2b3f720f2f1fd29012ea5820148b272cc1a86783fc8/allrob23/bitsandbytes
og:image:altAccessible large language models via k-bit quantization for PyTorch. - allrob23/bitsandbytes
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
hostnamegithub.com
expected-hostnamegithub.com
None2981c597c945c1d90ac6fa355ce7929b2f413dfe7872ca5c435ee53a24a1de50
turbo-cache-controlno-preview
go-importgithub.com/allrob23/bitsandbytes git https://github.com/allrob23/bitsandbytes.git
octolytics-dimension-user_id167366979
octolytics-dimension-user_loginallrob23
octolytics-dimension-repository_id866832574
octolytics-dimension-repository_nwoallrob23/bitsandbytes
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id373674258
octolytics-dimension-repository_parent_nwobitsandbytes-foundation/bitsandbytes
octolytics-dimension-repository_network_root_id373674258
octolytics-dimension-repository_network_root_nwobitsandbytes-foundation/bitsandbytes
turbo-body-classeslogged-out env-production page-responsive
disable-turbofalse
browser-stats-urlhttps://api.github.com/_private/browser/stats
browser-errors-urlhttps://api.github.com/_private/browser/errors
release520b65a872113b919c1bbdb03834a50af15859fd
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes#start-of-content
https://patch-diff.githubusercontent.com/
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fallrob23%2Fbitsandbytes
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub SparkBuild and deploy intelligent appshttps://github.com/features/spark
GitHub ModelsManage and compare promptshttps://github.com/features/models
MCP RegistryNewIntegrate external toolshttps://github.com/mcp
ActionsAutomate any workflowhttps://github.com/features/actions
CodespacesInstant dev environmentshttps://github.com/features/codespaces
IssuesPlan and track workhttps://github.com/features/issues
Code ReviewManage code changeshttps://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilitieshttps://github.com/security/advanced-security
Code securitySecure your code as you buildhttps://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they starthttps://github.com/security/advanced-security/secret-protection
Why GitHubhttps://github.com/why-github
Documentationhttps://docs.github.com
Bloghttps://github.blog
Changeloghttps://github.blog/changelog
Marketplacehttps://github.com/marketplace
View all featureshttps://github.com/features
Enterpriseshttps://github.com/enterprise
Small and medium teamshttps://github.com/team
Startupshttps://github.com/enterprise/startups
Nonprofitshttps://github.com/solutions/industry/nonprofits
App Modernizationhttps://github.com/solutions/use-case/app-modernization
DevSecOpshttps://github.com/solutions/use-case/devsecops
DevOpshttps://github.com/solutions/use-case/devops
CI/CDhttps://github.com/solutions/use-case/ci-cd
View all use caseshttps://github.com/solutions/use-case
Healthcarehttps://github.com/solutions/industry/healthcare
Financial serviceshttps://github.com/solutions/industry/financial-services
Manufacturinghttps://github.com/solutions/industry/manufacturing
Governmenthttps://github.com/solutions/industry/government
View all industrieshttps://github.com/solutions/industry
View all solutionshttps://github.com/solutions
AIhttps://github.com/resources/articles?topic=ai
Software Developmenthttps://github.com/resources/articles?topic=software-development
DevOpshttps://github.com/resources/articles?topic=devops
Securityhttps://github.com/resources/articles?topic=security
View all topicshttps://github.com/resources/articles
Customer storieshttps://github.com/customer-stories
Events & webinarshttps://github.com/resources/events
Ebooks & reportshttps://github.com/resources/whitepapers
Business insightshttps://github.com/solutions/executive-insights
GitHub Skillshttps://skills.github.com
Documentationhttps://docs.github.com
Customer supporthttps://support.github.com
Community forumhttps://github.com/orgs/community/discussions
Trust centerhttps://github.com/trust-center
Partnershttps://github.com/partners
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
Archive Programhttps://archiveprogram.github.com
Topicshttps://github.com/topics
Trendinghttps://github.com/trending
Collectionshttps://github.com/collections
Enterprise platformAI-powered developer platformhttps://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security featureshttps://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI featureshttps://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 supporthttps://github.com/premium-support
Pricinghttps://github.com/pricing
Search syntax tipshttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentationhttps://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fallrob23%2Fbitsandbytes
Sign up https://patch-diff.githubusercontent.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=allrob23%2Fbitsandbytes
Reloadhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
Reloadhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
Reloadhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
allrob23 https://patch-diff.githubusercontent.com/allrob23
bitsandbyteshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
bitsandbytes-foundation/bitsandbyteshttps://patch-diff.githubusercontent.com/bitsandbytes-foundation/bitsandbytes
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fallrob23%2Fbitsandbytes
Fork 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fallrob23%2Fbitsandbytes
Star 0 https://patch-diff.githubusercontent.com/login?return_to=%2Fallrob23%2Fbitsandbytes
huggingface.co/docs/bitsandbytes/main/en/indexhttps://huggingface.co/docs/bitsandbytes/main/en/index
MIT license https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/LICENSE
0 stars https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/stargazers
816 forks https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/forks
Branches https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/branches
Tags https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tags
Activity https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/activity
Star https://patch-diff.githubusercontent.com/login?return_to=%2Fallrob23%2Fbitsandbytes
Notifications https://patch-diff.githubusercontent.com/login?return_to=%2Fallrob23%2Fbitsandbytes
Code https://patch-diff.githubusercontent.com/allrob23/bitsandbytes
Pull requests 0 https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/pulls
Actions https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/actions
Projects 0 https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/projects
Security 0 https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/security
Insights https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/pulse
Code https://patch-diff.githubusercontent.com/allrob23/bitsandbytes
Pull requests https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/pulls
Actions https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/actions
Projects https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/projects
Security https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/security
Insights https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/pulse
Brancheshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/branches
Tagshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tags
https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/branches
https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tags
800 Commitshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/commits/main/
https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/commits/main/
.githubhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/.github
.githubhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/.github
.vscodehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/.vscode
.vscodehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/.vscode
benchmarking/switchbackhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/benchmarking/switchback
benchmarking/switchbackhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/benchmarking/switchback
bitsandbyteshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/bitsandbytes
bitsandbyteshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/bitsandbytes
csrchttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/csrc
csrchttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/csrc
docs/sourcehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/docs/source
docs/sourcehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/docs/source
exampleshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/examples
exampleshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/examples
includehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/include
includehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/include
scriptshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/scripts
scriptshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/scripts
testshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/tests
testshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tree/main/tests
.buckconfighttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.buckconfig
.buckconfighttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.buckconfig
.editorconfighttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.editorconfig
.editorconfighttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.editorconfig
.git-blame-ignore-revshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.git-blame-ignore-revs
.git-blame-ignore-revshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.git-blame-ignore-revs
.gitignorehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.gitignore
.gitignorehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.gitignore
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.pre-commit-config.yaml
.pre-commit-config.yamlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.pre-commit-config.yaml
.style.yapfhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.style.yapf
.style.yapfhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/.style.yapf
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/CHANGELOG.md
CHANGELOG.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/CHANGELOG.md
CMakeLists.txthttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/CMakeLists.txt
CMakeLists.txthttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/CMakeLists.txt
CODE_OF_CONDUCT.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/CODE_OF_CONDUCT.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/CONTRIBUTING.md
CONTRIBUTING.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/CONTRIBUTING.md
LICENSEhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/LICENSE
LICENSEhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/LICENSE
NOTICE.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/NOTICE.md
NOTICE.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/NOTICE.md
README.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/README.md
README.mdhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/README.md
_typos.tomlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/_typos.toml
_typos.tomlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/_typos.toml
check_bnb_install.pyhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/check_bnb_install.py
check_bnb_install.pyhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/check_bnb_install.py
deploy.shhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/deploy.sh
deploy.shhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/deploy.sh
environment-bnb.ymlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/environment-bnb.yml
environment-bnb.ymlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/environment-bnb.yml
environment.ymlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/environment.yml
environment.ymlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/environment.yml
install_cuda.pyhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/install_cuda.py
install_cuda.pyhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/install_cuda.py
install_cuda.shhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/install_cuda.sh
install_cuda.shhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/install_cuda.sh
pyproject.tomlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/pyproject.toml
pyproject.tomlhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/pyproject.toml
pytest.inihttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/pytest.ini
pytest.inihttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/pytest.ini
requirements-ci.txthttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/requirements-ci.txt
requirements-ci.txthttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/requirements-ci.txt
requirements-dev.txthttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/requirements-dev.txt
requirements-dev.txthttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/requirements-dev.txt
setup.pyhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/setup.py
setup.pyhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/blob/main/setup.py
READMEhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
Code of conducthttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
Contributinghttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
Licensehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
https://patch-diff.githubusercontent.com/allrob23/bitsandbytes#bitsandbytes
https://pepy.tech/project/bitsandbytes
https://pepy.tech/project/bitsandbytes
https://pepy.tech/project/bitsandbytes
https://huggingface.co/docs/bitsandbytes/mainhttps://huggingface.co/docs/bitsandbytes/main
https://patch-diff.githubusercontent.com/allrob23/bitsandbytes#๐—ฏ๐—ถ๐˜๐˜€๐—ฎ๐—ป๐—ฑ๐—ฏ๐˜†๐˜๐—ฒ๐˜€-๐—บ๐˜‚๐—น๐˜๐—ถ-๐—ฏ๐—ฎ๐—ฐ๐—ธ๐—ฒ๐—ป๐—ฑ-๐™–๐™ก๐™ฅ๐™๐™–-๐—ฟ๐—ฒ๐—น๐—ฒ๐—ฎ๐˜€๐—ฒ-is-out
Instructions for your ๐š™๐š’๐š™ ๐š’๐š—๐šœ๐š๐šŠ๐š•๐š• herehttps://huggingface.co/docs/bitsandbytes/main/en/installation#multi-backend
https://patch-diff.githubusercontent.com/allrob23/bitsandbytes#license
FastBinarySearchhttps://github.com/fabiocannizzo/FastBinarySearch
huggingface.co/docs/bitsandbytes/main/en/indexhttps://huggingface.co/docs/bitsandbytes/main/en/index
Readme https://patch-diff.githubusercontent.com/allrob23/bitsandbytes#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/allrob23/bitsandbytes#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes
Activityhttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/activity
0 starshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/stargazers
0 watchinghttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/watchers
0 forkshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fallrob23%2Fbitsandbytes&report=allrob23+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/allrob23/bitsandbytes/releases
22 tags https://patch-diff.githubusercontent.com/allrob23/bitsandbytes/tags
Packages 0https://patch-diff.githubusercontent.com/users/allrob23/packages?repo_name=bitsandbytes
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
Contacthttps://support.github.com?tags=dotcom-footer

Viewport: width=device-width


URLs of crawlers that visited me.