René's URL Explorer Experiment


Title: Add AutoSP example by neeldani · Pull Request #999 · deepspeedai/DeepSpeedExamples · GitHub

Open Graph Title: Add AutoSP example by neeldani · Pull Request #999 · deepspeedai/DeepSpeedExamples

X Title: Add AutoSP example by neeldani · Pull Request #999 · deepspeedai/DeepSpeedExamples

Description: Example models using DeepSpeed. Contribute to deepspeedai/DeepSpeedExamples development by creating an account on GitHub.

Open Graph Description: This PR adds an example of using AutoSP Reference: deepspeedai/DeepSpeed#7860

X Description: This PR adds an example of using AutoSP Reference: deepspeedai/DeepSpeed#7860

Opengraph URL: https://github.com/deepspeedai/DeepSpeedExamples/pull/999

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-noncev2:0ef8c16e-a6c2-89fa-b638-b73b0763d3dc
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idDAEC:3ECFD9:A06B5:CFB77:6A4C6829
html-safe-noncef2651e947f1dee150007898f9c5ef29d818bff2d283ad4c54f052b835c1946e1
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJEQUVDOjNFQ0ZEOTpBMDZCNTpDRkI3Nzo2QTRDNjgyOSIsInZpc2l0b3JfaWQiOiI1NDM0MDk5MDA2NzI3NTQ2OTIxIiwicmVnaW9uX2VkZ2UiOiJpYWQiLCJyZWdpb25fcmVuZGVyIjoiaWFkIn0=
visitor-hmac2cd2c0ca8af0618f4d2d684d6141ccfd72d27e7f05c88844b45482b6069a39cd
hovercard-subject-tagpull_request:3314659480
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/deepspeedai/DeepSpeedExamples/999/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/a660b690e1c6f183bc709084a07b7053d34ca1d133fec40555633f7d6c80196b/deepspeedai/DeepSpeedExamples/pull/999
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/a660b690e1c6f183bc709084a07b7053d34ca1d133fec40555633f7d6c80196b/deepspeedai/DeepSpeedExamples/pull/999
og:image:altThis PR adds an example of using AutoSP Reference: deepspeedai/DeepSpeed#7860
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernameneeldani
hostnamegithub.com
expected-hostnamegithub.com
None3d11bb817438277de2a940854450e83a7d32b6aeb5014e9e6b00a6423900251c
turbo-cache-controlno-cache
go-importgithub.com/deepspeedai/DeepSpeedExamples git https://github.com/deepspeedai/DeepSpeedExamples.git
octolytics-dimension-user_id74068820
octolytics-dimension-user_logindeepspeedai
octolytics-dimension-repository_id237085793
octolytics-dimension-repository_nwodeepspeedai/DeepSpeedExamples
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
octolytics-dimension-repository_network_root_id237085793
octolytics-dimension-repository_network_root_nwodeepspeedai/DeepSpeedExamples
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
release14099438da5379150f15a2892474c7c7e6c0e55e
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/deepspeedai/DeepSpeedExamples/pull/999#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdeepspeedai%2FDeepSpeedExamples%2Fpull%2F999
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%2Fdeepspeedai%2FDeepSpeedExamples%2Fpull%2F999
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=deepspeedai%2FDeepSpeedExamples
Reloadhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
Reloadhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
Reloadhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
deepspeedai https://github.com/deepspeedai
DeepSpeedExampleshttps://github.com/deepspeedai/DeepSpeedExamples
Notifications https://github.com/login?return_to=%2Fdeepspeedai%2FDeepSpeedExamples
Fork 1.1k https://github.com/login?return_to=%2Fdeepspeedai%2FDeepSpeedExamples
Star 6.8k https://github.com/login?return_to=%2Fdeepspeedai%2FDeepSpeedExamples
Code https://github.com/deepspeedai/DeepSpeedExamples
Issues 300 https://github.com/deepspeedai/DeepSpeedExamples/issues
Pull requests 26 https://github.com/deepspeedai/DeepSpeedExamples/pulls
Actions https://github.com/deepspeedai/DeepSpeedExamples/actions
Projects https://github.com/deepspeedai/DeepSpeedExamples/projects
Security and quality 0 https://github.com/deepspeedai/DeepSpeedExamples/security
Insights https://github.com/deepspeedai/DeepSpeedExamples/pulse
Code https://github.com/deepspeedai/DeepSpeedExamples
Issues https://github.com/deepspeedai/DeepSpeedExamples/issues
Pull requests https://github.com/deepspeedai/DeepSpeedExamples/pulls
Actions https://github.com/deepspeedai/DeepSpeedExamples/actions
Projects https://github.com/deepspeedai/DeepSpeedExamples/projects
Security and quality https://github.com/deepspeedai/DeepSpeedExamples/security
Insights https://github.com/deepspeedai/DeepSpeedExamples/pulse
tohtanahttps://github.com/tohtana
deepspeedai:masterhttps://github.com/deepspeedai/DeepSpeedExamples/tree/master
neeldani:autosp-examplehttps://github.com/neeldani/DeepSpeedExamples/tree/autosp-example
Conversationhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
Commits2 (2)https://github.com/deepspeedai/DeepSpeedExamples/pull/999/commits
Checkshttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/checks
Files changedhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/files
Add AutoSP examplehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999#top
tohtanahttps://github.com/tohtana
deepspeedai:masterhttps://github.com/deepspeedai/DeepSpeedExamples/tree/master
neeldani:autosp-examplehttps://github.com/neeldani/DeepSpeedExamples/tree/autosp-example
https://github.com/neeldani
neeldanihttps://github.com/neeldani
Feb 23, 2026https://github.com/deepspeedai/DeepSpeedExamples/pull/999#issue-3976652886
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
deepspeedai/DeepSpeed#7860https://github.com/deepspeedai/DeepSpeed/pull/7860
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/neeldani
neeldanihttps://github.com/neeldani
Feb 23, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#ref-pullrequest-3961198452
Merging AutoSP into DeepSpeed deepspeedai/DeepSpeed#7860 https://github.com/deepspeedai/DeepSpeed/pull/7860
https://github.com/tjruwase
tjruwasehttps://github.com/tjruwase
Mar 1, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-3873374414
View reviewed changes https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files
benchmarks/autosp/README.mdhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/files#diff-b15a65288ece8163e9fe4cb7c493001faad62b7779a7e8ce63d9fa863cb47dd3
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/tjruwase
tjruwasehttps://github.com/tjruwase
Mar 1, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-3873378638
View reviewed changes https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files
benchmarks/autosp/README.mdhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/files#diff-b15a65288ece8163e9fe4cb7c493001faad62b7779a7e8ce63d9fa863cb47dd3
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/tjruwase
tjruwasehttps://github.com/tjruwase
Mar 1, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-3873380063
View reviewed changes https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files
benchmarks/autosp/README.mdhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/files#diff-b15a65288ece8163e9fe4cb7c493001faad62b7779a7e8ce63d9fa863cb47dd3
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/tjruwase
tjruwasehttps://github.com/tjruwase
Mar 1, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-3873381962
View reviewed changes https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files
benchmarks/autosp/run.pyhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/files#diff-bfbcdfca3ee0d7a8dae66e3d2aa1775cce8ef50a152d6f4c06610f10a60239cd
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/tjruwase
tjruwasehttps://github.com/tjruwase
Mar 1, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-3873385358
View reviewed changes https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files
benchmarks/autosp/run.pyhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/files#diff-bfbcdfca3ee0d7a8dae66e3d2aa1775cce8ef50a152d6f4c06610f10a60239cd
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/spikerheado1234
spikerheado1234https://github.com/spikerheado1234
force-pushedhttps://github.com/deepspeedai/DeepSpeedExamples/compare/57619c8f2b982c9bd13e02dee785ef003c98505c..af8dff895638407fad3139b2802462dd45fbb779
57619c8https://github.com/deepspeedai/DeepSpeedExamples/commit/57619c8f2b982c9bd13e02dee785ef003c98505c
af8dff8https://github.com/deepspeedai/DeepSpeedExamples/commit/af8dff895638407fad3139b2802462dd45fbb779
Compare https://github.com/deepspeedai/DeepSpeedExamples/compare/57619c8f2b982c9bd13e02dee785ef003c98505c..af8dff895638407fad3139b2802462dd45fbb779
March 6, 2026 20:38https://github.com/deepspeedai/DeepSpeedExamples/pull/999#event-23343940249
https://github.com/neeldani
neeldanihttps://github.com/neeldani
March 12, 2026 06:32https://github.com/deepspeedai/DeepSpeedExamples/pull/999#event-23495515394
https://github.com/neeldani
neeldanihttps://github.com/neeldani
force-pushedhttps://github.com/deepspeedai/DeepSpeedExamples/compare/67661a33b705abff1a218d44c1ef2c92a8856e3f..268a4e6cdcb63f3eae7e465d91b9cc95a968af9a
67661a3https://github.com/deepspeedai/DeepSpeedExamples/commit/67661a33b705abff1a218d44c1ef2c92a8856e3f
268a4e6https://github.com/deepspeedai/DeepSpeedExamples/commit/268a4e6cdcb63f3eae7e465d91b9cc95a968af9a
Compare https://github.com/deepspeedai/DeepSpeedExamples/compare/67661a33b705abff1a218d44c1ef2c92a8856e3f..268a4e6cdcb63f3eae7e465d91b9cc95a968af9a
March 27, 2026 03:41https://github.com/deepspeedai/DeepSpeedExamples/pull/999#event-23958238269
https://github.com/neeldani
https://github.com/spikerheado1234
Add AutoSP Examplehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/commits/0881fd27a153640242fba7da8395131bbe2afcbf
0881fd2https://github.com/deepspeedai/DeepSpeedExamples/pull/999/commits/0881fd27a153640242fba7da8395131bbe2afcbf
https://github.com/neeldani
neeldanihttps://github.com/neeldani
force-pushedhttps://github.com/deepspeedai/DeepSpeedExamples/compare/268a4e6cdcb63f3eae7e465d91b9cc95a968af9a..0881fd27a153640242fba7da8395131bbe2afcbf
268a4e6https://github.com/deepspeedai/DeepSpeedExamples/commit/268a4e6cdcb63f3eae7e465d91b9cc95a968af9a
0881fd2https://github.com/deepspeedai/DeepSpeedExamples/commit/0881fd27a153640242fba7da8395131bbe2afcbf
Compare https://github.com/deepspeedai/DeepSpeedExamples/compare/268a4e6cdcb63f3eae7e465d91b9cc95a968af9a..0881fd27a153640242fba7da8395131bbe2afcbf
March 27, 2026 03:43https://github.com/deepspeedai/DeepSpeedExamples/pull/999#event-23958270033
https://github.com/tohtana
tohtanahttps://github.com/tohtana
Mar 30, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-4028169781
View reviewed changes https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files/0881fd27a153640242fba7da8395131bbe2afcbf
tohtanahttps://github.com/tohtana
https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-4028169781
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
benchmarks/autosp/run.pyhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/files/0881fd27a153640242fba7da8395131bbe2afcbf#diff-bfbcdfca3ee0d7a8dae66e3d2aa1775cce8ef50a152d6f4c06610f10a60239cd
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
tohtanahttps://github.com/tohtana
Mar 30, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#ref-commit-5efb24a
https://github.com/neeldani
https://github.com/spikerheado1234
https://github.com/sfc-gh-truwase
https://github.com/tohtana
https://github.com/PKUWZP
Merging AutoSP into DeepSpeed (https://github.com/deepspeedai/DeepSpeed/commit/5efb24ac7614157ccbf5747c0f2580d0bab05a95
#7860https://github.com/deepspeedai/DeepSpeed/pull/7860
)https://github.com/deepspeedai/DeepSpeed/commit/5efb24ac7614157ccbf5747c0f2580d0bab05a95
5efb24ahttps://github.com/deepspeedai/DeepSpeed/commit/5efb24ac7614157ccbf5747c0f2580d0bab05a95
https://github.com/deepspeedai/DeepSpeed/blob/93524c8931799a7631a2321d7ef4afaff6b6e54b/deepspeed/runtime/engine.py#L2433https://github.com/deepspeedai/DeepSpeed/blob/93524c8931799a7631a2321d7ef4afaff6b6e54b/deepspeed/runtime/engine.py#L2433
deepspeedai/DeepSpeedExamples#999https://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/neeldani
Add dependency for ring attentionhttps://github.com/deepspeedai/DeepSpeedExamples/pull/999/commits/a0d9b88acdbf70079e34b72a87c8c7ca777997a5
a0d9b88https://github.com/deepspeedai/DeepSpeedExamples/pull/999/commits/a0d9b88acdbf70079e34b72a87c8c7ca777997a5
https://github.com/tohtana
tohtanahttps://github.com/tohtana
Mar 30, 2026 https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-4028274611
View reviewed changes https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files/a0d9b88acdbf70079e34b72a87c8c7ca777997a5
tohtanahttps://github.com/tohtana
https://github.com/deepspeedai/DeepSpeedExamples/pull/999#pullrequestreview-4028274611
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
@neeldanihttps://github.com/neeldani
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/tohtana
tohtanahttps://github.com/tohtana
45b4b71https://github.com/deepspeedai/DeepSpeedExamples/commit/45b4b7156c8794a3452a5a7d03dbd8d797068569
Mar 30, 2026https://github.com/deepspeedai/DeepSpeedExamples/pull/999#event-24022590529
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.co/hiddenchars
https://github.com/deepspeedai/DeepSpeedExamples/pull/{{ revealButtonHref }}
Sign up for freehttps://github.com/join?source=comment-repo
Sign in to commenthttps://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fdeepspeedai%2FDeepSpeedExamples%2Fpull%2F999
https://github.com/tjruwase
tjruwase https://github.com/tjruwase
https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files/5d30aa1d0881c56da6ff842bd31e252ec84544ff
https://github.com/tohtana
tohtana https://github.com/tohtana
https://github.com/deepspeedai/DeepSpeedExamples/pull/999/files/a0d9b88acdbf70079e34b72a87c8c7ca777997a5
Please reload this pagehttps://github.com/deepspeedai/DeepSpeedExamples/pull/999
https://github.com/neeldani
https://github.com/tjruwase
https://github.com/tohtana
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.