René's URL Explorer Experiment


Title: [BUGFix] Fix MatmulDequantize with FP4 Format by LeiWang1999 · Pull Request #254 · microsoft/BitBLAS · GitHub

Open Graph Title: [BUGFix] Fix MatmulDequantize with FP4 Format by LeiWang1999 · Pull Request #254 · microsoft/BitBLAS

X Title: [BUGFix] Fix MatmulDequantize with FP4 Format by LeiWang1999 · Pull Request #254 · microsoft/BitBLAS

Description: BitBLAS is a library to support mixed-precision matrix multiplications, especially for quantized LLM deployment. - [BUGFix] Fix MatmulDequantize with FP4 Format by LeiWang1999 · Pull Request #254 · microsoft/BitBLAS

Open Graph Description: PR Fix ref to #253 , Example: matmul_config = bitblas.MatmulConfig( M=M, # M dimension N=N, # N dimension K=K, # K dimension A_dtype=A_dtype, # activation A dtype W_dtype=W_...

X Description: PR Fix ref to #253 , Example: matmul_config = bitblas.MatmulConfig( M=M, # M dimension N=N, # N dimension K=K, # K dimension A_dtype=A_dtype, # activation A dtype W_dtype=W_...

Opengraph URL: https://github.com/microsoft/BitBLAS/pull/254

X: @github

direct link

Domain: github.com

route-pattern/_view_fragments/voltron/pull_requests/show/:user_id/:repository/:id/pull_request_layout(.:format)
route-controllervoltron_pull_requests_fragments
route-actionpull_request_layout
fetch-noncev2:0f8e03d7-2e33-1013-e20d-56176ae9d3ec
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idA1BC:1B2BF:509510:6D6D7F:6A4C3237
html-safe-nonce425719b7d9baeadc625383b3fe16f3456686506820d11b658e89f5f4d30be9cb
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJBMUJDOjFCMkJGOjUwOTUxMDo2RDZEN0Y6NkE0QzMyMzciLCJ2aXNpdG9yX2lkIjoiNDA4MDM2MjI1MTc0NzA3ODcxMSIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmacb0f1f43378a510b6459d65b10981d9d267036cc8b5b7d709af8b1635c334f60c
hovercard-subject-tagpull_request:2206691059
github-keyboard-shortcutsrepository,pull-request-list,pull-request-conversation,pull-request-files-changed,copilot
google-site-verificationApib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-urlhttps://collector.github.com/github/collect
analytics-location///voltron/pull_requests_fragments/pull_request_layout
fb:app_id1401488693436528
apple-itunes-appapp-id=1477376905, app-argument=https://github.com/_view_fragments/voltron/pull_requests/show/microsoft/BitBLAS/254/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/a58964de6f8f59e624a03e224858b5086a1a7d66032dd5e86a36ae682f903f8b/microsoft/BitBLAS/pull/254
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/a58964de6f8f59e624a03e224858b5086a1a7d66032dd5e86a36ae682f903f8b/microsoft/BitBLAS/pull/254
og:image:altPR Fix ref to #253 , Example: matmul_config = bitblas.MatmulConfig( M=M, # M dimension N=N, # N dimension K=K, # K dimension A_dtype=A_dtype, # activation A dtype W_dtype=W_...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernameLeiWang1999
hostnamegithub.com
expected-hostnamegithub.com
None1b6b16d04026f131a36d57e3b01d0f4d26a51800edf48bf5ed0256e0ac905511
turbo-cache-controlno-cache
go-importgithub.com/microsoft/BitBLAS git https://github.com/microsoft/BitBLAS.git
octolytics-dimension-user_id6154722
octolytics-dimension-user_loginmicrosoft
octolytics-dimension-repository_id762181983
octolytics-dimension-repository_nwomicrosoft/BitBLAS
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id762181983
octolytics-dimension-repository_network_root_nwomicrosoft/BitBLAS
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
release9ee13484b32cf23e15fde191da4c9aa47d41201c
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/microsoft/BitBLAS/pull/254#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FBitBLAS%2Fpull%2F254
GitHub CopilotWrite better code with AIhttps://github.com/features/copilot
GitHub Copilot appDirect agents from issue to mergehttps://github.com/features/ai/github-app
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
View all resourceshttps://github.com/resources
GitHub SponsorsFund open source developershttps://github.com/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/accelerator
GitHub Starshttps://stars.github.com
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://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FBitBLAS%2Fpull%2F254
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%2Fvoltron%2Fpull_requests_fragments%2Fpull_request_layout&source=header-repo&source_repo=microsoft%2FBitBLAS
Reloadhttps://github.com/microsoft/BitBLAS/pull/254
Reloadhttps://github.com/microsoft/BitBLAS/pull/254
Reloadhttps://github.com/microsoft/BitBLAS/pull/254
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/254
microsoft https://github.com/microsoft
BitBLAShttps://github.com/microsoft/BitBLAS
Notifications https://github.com/login?return_to=%2Fmicrosoft%2FBitBLAS
Fork 59 https://github.com/login?return_to=%2Fmicrosoft%2FBitBLAS
Star 769 https://github.com/login?return_to=%2Fmicrosoft%2FBitBLAS
Code https://github.com/microsoft/BitBLAS
Issues 33 https://github.com/microsoft/BitBLAS/issues
Pull requests 6 https://github.com/microsoft/BitBLAS/pulls
Discussions https://github.com/microsoft/BitBLAS/discussions
Actions https://github.com/microsoft/BitBLAS/actions
Projects https://github.com/microsoft/BitBLAS/projects
Models https://github.com/microsoft/BitBLAS/models
Security and quality 0 https://github.com/microsoft/BitBLAS/security
Insights https://github.com/microsoft/BitBLAS/pulse
Code https://github.com/microsoft/BitBLAS
Issues https://github.com/microsoft/BitBLAS/issues
Pull requests https://github.com/microsoft/BitBLAS/pulls
Discussions https://github.com/microsoft/BitBLAS/discussions
Actions https://github.com/microsoft/BitBLAS/actions
Projects https://github.com/microsoft/BitBLAS/projects
Models https://github.com/microsoft/BitBLAS/models
Security and quality https://github.com/microsoft/BitBLAS/security
Insights https://github.com/microsoft/BitBLAS/pulse
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
Conversationhttps://github.com/microsoft/BitBLAS/pull/254
Commits27 (27)https://github.com/microsoft/BitBLAS/pull/254/commits
Checkshttps://github.com/microsoft/BitBLAS/pull/254/checks
Files changedhttps://github.com/microsoft/BitBLAS/pull/254/files
[BUGFix] Fix MatmulDequantize with FP4 Formathttps://github.com/microsoft/BitBLAS/pull/254#top
LeiWang1999https://github.com/LeiWang1999
microsoft:mainhttps://github.com/microsoft/BitBLAS/tree/main
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
Nov 29, 2024https://github.com/microsoft/BitBLAS/pull/254#issue-2703929744
#253https://github.com/microsoft/BitBLAS/issues/253
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/254
November 10, 2024 16:10https://github.com/microsoft/BitBLAS/pull/254#commits-pushed-2a0f59c
relax transform updatehttps://github.com/microsoft/BitBLAS/pull/254/commits/2a0f59cc1f5442241b5ea15dd48bc154ca504a28
2a0f59chttps://github.com/microsoft/BitBLAS/pull/254/commits/2a0f59cc1f5442241b5ea15dd48bc154ca504a28
End2end Fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/b4754073b711e980820d13d3ceb985e519f880c7
b475407https://github.com/microsoft/BitBLAS/pull/254/commits/b4754073b711e980820d13d3ceb985e519f880c7
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/254/commits/b0738baf65fe8a5ff213d64dfc05fbfcff93a4d8
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into relaxhttps://github.com/microsoft/BitBLAS/pull/254/commits/b0738baf65fe8a5ff213d64dfc05fbfcff93a4d8
b0738bahttps://github.com/microsoft/BitBLAS/pull/254/commits/b0738baf65fe8a5ff213d64dfc05fbfcff93a4d8
lint fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/f23a2ecd934de40e6aa9fde1ebe26b63abdc5db1
f23a2echttps://github.com/microsoft/BitBLAS/pull/254/commits/f23a2ecd934de40e6aa9fde1ebe26b63abdc5db1
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/254/commits/79826b6e360b27ba7cdf960ffc3f04a45c6a0139
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into relaxhttps://github.com/microsoft/BitBLAS/pull/254/commits/79826b6e360b27ba7cdf960ffc3f04a45c6a0139
79826b6https://github.com/microsoft/BitBLAS/pull/254/commits/79826b6e360b27ba7cdf960ffc3f04a45c6a0139
https://github.com/LeiWang1999
bf16 test fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/1961bc434ce95c0cb8aac21fae0910873dac855d
1961bc4https://github.com/microsoft/BitBLAS/pull/254/commits/1961bc434ce95c0cb8aac21fae0910873dac855d
https://github.com/LeiWang1999
format fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/3aa5d825c64d4b20d6bd3d3cac00e9886fd91a84
3aa5d82https://github.com/microsoft/BitBLAS/pull/254/commits/3aa5d825c64d4b20d6bd3d3cac00e9886fd91a84
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/353e2798ecf06c49a97610f02ae4943ab8f03807
353e279https://github.com/microsoft/BitBLAS/pull/254/commits/353e2798ecf06c49a97610f02ae4943ab8f03807
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/7eb315f600387842edb6f3d05cf4c8c3bfab763e
7eb315fhttps://github.com/microsoft/BitBLAS/pull/254/commits/7eb315f600387842edb6f3d05cf4c8c3bfab763e
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/c1b452f93623f2f220f13fcb12e8910cc14adfbb
c1b452fhttps://github.com/microsoft/BitBLAS/pull/254/commits/c1b452f93623f2f220f13fcb12e8910cc14adfbb
https://github.com/LeiWang1999
update commitshttps://github.com/microsoft/BitBLAS/pull/254/commits/fe93429f51c1e2d1594bd2a8b5862f89a3ca11df
fe93429https://github.com/microsoft/BitBLAS/pull/254/commits/fe93429f51c1e2d1594bd2a8b5862f89a3ca11df
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/ccac456b376b8c0a21d89149f6e07268b959796d
ccac456https://github.com/microsoft/BitBLAS/pull/254/commits/ccac456b376b8c0a21d89149f6e07268b959796d
https://github.com/LeiWang1999
Merge branch 'main' ofhttps://github.com/microsoft/BitBLAS/pull/254/commits/ddaeba2c961f39913d0c6d5ae024c92fd144e81a
https://github.com/microsoft/BitBLAShttps://github.com/microsoft/BitBLAS
into bf16…https://github.com/microsoft/BitBLAS/pull/254/commits/ddaeba2c961f39913d0c6d5ae024c92fd144e81a
ddaeba2https://github.com/microsoft/BitBLAS/pull/254/commits/ddaeba2c961f39913d0c6d5ae024c92fd144e81a
https://github.com/LeiWang1999
submodule updatehttps://github.com/microsoft/BitBLAS/pull/254/commits/4b6fddb098eb5e894cc39a709b0dde6254c5196d
4b6fddbhttps://github.com/microsoft/BitBLAS/pull/254/commits/4b6fddb098eb5e894cc39a709b0dde6254c5196d
https://github.com/LeiWang1999
Implement FP4https://github.com/microsoft/BitBLAS/pull/254/commits/a8ccb17240c3d6ac31e320db25cb2a87123f1fa6
a8ccb17https://github.com/microsoft/BitBLAS/pull/254/commits/a8ccb17240c3d6ac31e320db25cb2a87123f1fa6
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/e2632e655f4ccf0291fd76b560866e18120b9783
e2632e6https://github.com/microsoft/BitBLAS/pull/254/commits/e2632e655f4ccf0291fd76b560866e18120b9783
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/47abe0ae397e54829fde6131f0c90190b0d437ae
47abe0ahttps://github.com/microsoft/BitBLAS/pull/254/commits/47abe0ae397e54829fde6131f0c90190b0d437ae
https://github.com/LeiWang1999
testfixhttps://github.com/microsoft/BitBLAS/pull/254/commits/1b5a3361aa65cf9c03a8845a50fd842cc74080e6
1b5a336https://github.com/microsoft/BitBLAS/pull/254/commits/1b5a3361aa65cf9c03a8845a50fd842cc74080e6
https://github.com/LeiWang1999
test fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/02c09eb066a143f3bc491bb81ae7547b9721e888
02c09ebhttps://github.com/microsoft/BitBLAS/pull/254/commits/02c09eb066a143f3bc491bb81ae7547b9721e888
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/ec0e00c05456d24ef49eb037ef7b83f7e064af6b
ec0e00chttps://github.com/microsoft/BitBLAS/pull/254/commits/ec0e00c05456d24ef49eb037ef7b83f7e064af6b
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/667b36c8153f85312e51869e65e3f404b3dd172a
667b36chttps://github.com/microsoft/BitBLAS/pull/254/commits/667b36c8153f85312e51869e65e3f404b3dd172a
https://github.com/LeiWang1999
bugfixhttps://github.com/microsoft/BitBLAS/pull/254/commits/2193164920737b5b8e96aa2509ebc5b6dba1de98
2193164https://github.com/microsoft/BitBLAS/pull/254/commits/2193164920737b5b8e96aa2509ebc5b6dba1de98
https://github.com/LeiWang1999
support dp4a and fix testhttps://github.com/microsoft/BitBLAS/pull/254/commits/478a0c78e8a059cc6f3614588bc01d65e6b2f4ac
478a0c7https://github.com/microsoft/BitBLAS/pull/254/commits/478a0c78e8a059cc6f3614588bc01d65e6b2f4ac
https://github.com/LeiWang1999
format fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/c323c79ab9690cd87499f8f5fc79e37a94afbba1
c323c79https://github.com/microsoft/BitBLAS/pull/254/commits/c323c79ab9690cd87499f8f5fc79e37a94afbba1
https://github.com/LeiWang1999
implement simthttps://github.com/microsoft/BitBLAS/pull/254/commits/a9559a2fbdebcda383cfb21ae99727c22e8f38ff
a9559a2https://github.com/microsoft/BitBLAS/pull/254/commits/a9559a2fbdebcda383cfb21ae99727c22e8f38ff
https://github.com/LeiWang1999
submodule updatehttps://github.com/microsoft/BitBLAS/pull/254/commits/32e81416441d69bdebce20cfcd5819313855830b
32e8141https://github.com/microsoft/BitBLAS/pull/254/commits/32e81416441d69bdebce20cfcd5819313855830b
https://github.com/LeiWang1999
lint fixhttps://github.com/microsoft/BitBLAS/pull/254/commits/017b0a7d9dfaa163bcc27ba0f9b49e76fcbe7a76
017b0a7https://github.com/microsoft/BitBLAS/pull/254/commits/017b0a7d9dfaa163bcc27ba0f9b49e76fcbe7a76
https://github.com/LeiWang1999
LeiWang1999https://github.com/LeiWang1999
1569c95https://github.com/microsoft/BitBLAS/commit/1569c952450dc7a92cb80c15d134fff7a5f2bd7c
Nov 29, 2024https://github.com/microsoft/BitBLAS/pull/254#event-15478157584
https://github.co/hiddenchars
https://github.com/microsoft/BitBLAS/pull/{{ revealButtonHref }}
Sign up for freehttps://github.com/join?source=comment-repo
Sign inhttps://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fmicrosoft%2FBitBLAS%2Fpull%2F254
Please reload this pagehttps://github.com/microsoft/BitBLAS/pull/254
https://github.com/LeiWang1999
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.