René's URL Explorer Experiment


Title: Main to clipdrop-main by onurxtasar · Pull Request #12 · initml/diffusers · GitHub

Open Graph Title: Main to clipdrop-main by onurxtasar · Pull Request #12 · initml/diffusers

X Title: Main to clipdrop-main by onurxtasar · Pull Request #12 · initml/diffusers

Description: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch - Main to clipdrop-main by onurxtasar · Pull Request #12 · initml/diffusers

Open Graph Description: What does this PR do? It merges the latest main into clipdrop-main, to be able to use the latest backbones. Files to check: src/diffusers/models/transformers/transformer_flux.py‎ src/diffusers/mod...

X Description: What does this PR do? It merges the latest main into clipdrop-main, to be able to use the latest backbones. Files to check: src/diffusers/models/transformers/transformer_flux.py‎ src/diffusers/mod...

Opengraph URL: https://github.com/initml/diffusers/pull/12

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:add12e8b-f563-d893-00f6-6ae468ae158b
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-id8BC6:257A7:C039A7:119B311:6A608BBB
html-safe-nonceccbd7456fadc2bcd6cd11419098ba8d1e1ba5bc479829bb386ee6ac7bb4c6c37
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI4QkM2OjI1N0E3OkMwMzlBNzoxMTlCMzExOjZBNjA4QkJCIiwidmlzaXRvcl9pZCI6IjIxOTAxMDUyNTU5NjI3NzQ0NTkiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac0b8cb19858928654fe298b38f3f61a900957f37d69c47901750d597c5b9c0774
hovercard-subject-tagpull_request:3373282779
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/initml/diffusers/12/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/35823b463c67215c183f6cfbd0ed48f46c6ccaca3abca5a66f5159036dd92c59/initml/diffusers/pull/12
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/35823b463c67215c183f6cfbd0ed48f46c6ccaca3abca5a66f5159036dd92c59/initml/diffusers/pull/12
og:image:altWhat does this PR do? It merges the latest main into clipdrop-main, to be able to use the latest backbones. Files to check: src/diffusers/models/transformers/transformer_flux.py‎ src/diffusers/mod...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernameonurxtasar
hostnamegithub.com
expected-hostnamegithub.com
Nonec0632c7929f76e8db538ffed06ab2fc4c524a012b0888e95d96928690fcc604d
turbo-cache-controlno-cache
go-importgithub.com/initml/diffusers git https://github.com/initml/diffusers.git
octolytics-dimension-user_id67423582
octolytics-dimension-user_logininitml
octolytics-dimension-repository_id753018482
octolytics-dimension-repository_nwoinitml/diffusers
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forktrue
octolytics-dimension-repository_parent_id498011141
octolytics-dimension-repository_parent_nwohuggingface/diffusers
octolytics-dimension-repository_network_root_id498011141
octolytics-dimension-repository_network_root_nwohuggingface/diffusers
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
release4f9009410bd92637ba907f71dc7f7af3f0df45aa
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/initml/diffusers/pull/12#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Finitml%2Fdiffusers%2Fpull%2F12
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
Code QualityEnforce quality at mergehttps://github.com/features/code-quality
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/open-source/sponsors
Security Labhttps://securitylab.github.com
Maintainer Communityhttps://maintainers.github.com
Acceleratorhttps://github.com/open-source/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/enterprise/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%2Finitml%2Fdiffusers%2Fpull%2F12
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=initml%2Fdiffusers
Reloadhttps://github.com/initml/diffusers/pull/12
Reloadhttps://github.com/initml/diffusers/pull/12
Reloadhttps://github.com/initml/diffusers/pull/12
Please reload this pagehttps://github.com/initml/diffusers/pull/12
initml https://github.com/initml
diffusershttps://github.com/initml/diffusers
huggingface/diffusershttps://github.com/huggingface/diffusers
Notifications https://github.com/login?return_to=%2Finitml%2Fdiffusers
Fork 2 https://github.com/login?return_to=%2Finitml%2Fdiffusers
Star 7 https://github.com/login?return_to=%2Finitml%2Fdiffusers
Code https://github.com/initml/diffusers
Pull requests 1 https://github.com/initml/diffusers/pulls
Actions https://github.com/initml/diffusers/actions
Projects https://github.com/initml/diffusers/projects
Security and quality 0 https://github.com/initml/diffusers/security
Insights https://github.com/initml/diffusers/pulse
Code https://github.com/initml/diffusers
Pull requests https://github.com/initml/diffusers/pulls
Actions https://github.com/initml/diffusers/actions
Projects https://github.com/initml/diffusers/projects
Security and quality https://github.com/initml/diffusers/security
Insights https://github.com/initml/diffusers/pulse
onurxtasarhttps://github.com/onurxtasar
clipdrop-mainhttps://github.com/initml/diffusers/tree/clipdrop-main
onur/klein_cleanhttps://github.com/initml/diffusers/tree/onur/klein_clean
Conversationhttps://github.com/initml/diffusers/pull/12
Commits1006 (1006)https://github.com/initml/diffusers/pull/12/commits
Checkshttps://github.com/initml/diffusers/pull/12/checks
Files changedhttps://github.com/initml/diffusers/pull/12/files
Main to clipdrop-mainhttps://github.com/initml/diffusers/pull/12#top
onurxtasarhttps://github.com/onurxtasar
clipdrop-mainhttps://github.com/initml/diffusers/tree/clipdrop-main
onur/klein_cleanhttps://github.com/initml/diffusers/tree/onur/klein_clean
https://github.com/onurxtasar
onurxtasarhttps://github.com/onurxtasar
Mar 9, 2026https://github.com/initml/diffusers/pull/12#issue-4045400210
Please reload this pagehttps://github.com/initml/diffusers/pull/12
rycerzeshttps://github.com/rycerzes
December 5, 2025 18:54https://github.com/initml/diffusers/pull/12#commits-pushed-f12d161
https://github.com/rycerzes
https://github.com/apps/github-actions
https://github.com/DN6
Fix broken group offloading with block_level for models with standalo…https://github.com/initml/diffusers/pull/12/commits/f12d161d6763cff0f45b0ec3b3f6072a2b7c7f9d
f12d161https://github.com/initml/diffusers/pull/12/commits/f12d161d6763cff0f45b0ec3b3f6072a2b7c7f9d
huggingface#12692https://github.com/huggingface/diffusers/pull/12692
https://github.com/asomoza
https://github.com/stevhliu
[Docs] Add Z-Image docs (https://github.com/initml/diffusers/pull/12/commits/c98c157a9ec6aaf4eba4b19be6d25b9f73766eba
huggingface#12775https://github.com/huggingface/diffusers/pull/12775
)https://github.com/initml/diffusers/pull/12/commits/c98c157a9ec6aaf4eba4b19be6d25b9f73766eba
c98c157https://github.com/initml/diffusers/pull/12/commits/c98c157a9ec6aaf4eba4b19be6d25b9f73766eba
https://github.com/sayakpaul
move kandisnky docs.https://github.com/initml/diffusers/pull/12/commits/bb9e713d02251ac3e0347b49dd2c3da34954dd8f
bb9e713https://github.com/initml/diffusers/pull/12/commits/bb9e713d02251ac3e0347b49dd2c3da34954dd8f
https://github.com/sayakpaul
[docs] minor fixes to kandinsky docs (https://github.com/initml/diffusers/pull/12/commits/8430ac2a2f1f170d9a4f13c736826bad82c48c8e
huggingface#12797https://github.com/huggingface/diffusers/pull/12797
)https://github.com/initml/diffusers/pull/12/commits/8430ac2a2f1f170d9a4f13c736826bad82c48c8e
8430ac2https://github.com/initml/diffusers/pull/12/commits/8430ac2a2f1f170d9a4f13c736826bad82c48c8e
https://github.com/delmalih
Improve docstrings and type hints in scheduling_deis_multistep.py (https://github.com/initml/diffusers/pull/12/commits/256e0106749363fce06c28000698edeaf56a874d
hu…https://github.com/huggingface/diffusers/pull/12796
256e010https://github.com/initml/diffusers/pull/12/commits/256e0106749363fce06c28000698edeaf56a874d
…ggingface#12796https://github.com/huggingface/diffusers/pull/12796
https://github.com/toilaluan
https://github.com/apps/github-actions
https://github.com/DN6
https://github.com/sayakpaul
[Feat] TaylorSeer Cache (https://github.com/initml/diffusers/pull/12/commits/6290fdfda40610ce7b99920146853614ba529c6e
huggingface#12648https://github.com/huggingface/diffusers/pull/12648
)https://github.com/initml/diffusers/pull/12/commits/6290fdfda40610ce7b99920146853614ba529c6e
6290fdfhttps://github.com/initml/diffusers/pull/12/commits/6290fdfda40610ce7b99920146853614ba529c6e
https://github.com/jingyu-ml
https://github.com/sayakpaul
Update the TensorRT-ModelOPT to Nvidia-ModelOPT (https://github.com/initml/diffusers/pull/12/commits/5a74319715c9de2eaf854f11ee7bd03fed6e5123
huggingface#12793https://github.com/huggingface/diffusers/pull/12793
)https://github.com/initml/diffusers/pull/12/commits/5a74319715c9de2eaf854f11ee7bd03fed6e5123
5a74319https://github.com/initml/diffusers/pull/12/commits/5a74319715c9de2eaf854f11ee7bd03fed6e5123
https://github.com/jiqing-feng
https://github.com/apps/github-actions
add post init for safty checker (https://github.com/initml/diffusers/pull/12/commits/f67639b0bb54d3ccf7fc17157ba0b1e2e959ac5e
huggingface#12794https://github.com/huggingface/diffusers/pull/12794
)https://github.com/initml/diffusers/pull/12/commits/f67639b0bb54d3ccf7fc17157ba0b1e2e959ac5e
f67639bhttps://github.com/initml/diffusers/pull/12/commits/f67639b0bb54d3ccf7fc17157ba0b1e2e959ac5e
https://github.com/yiyixuxu
[HunyuanVideo1.5] support step-distilled (https://github.com/initml/diffusers/pull/12/commits/671149e03604ef82dd32a8bd419b598a29a4c32e
huggingface#12802https://github.com/huggingface/diffusers/pull/12802
)https://github.com/initml/diffusers/pull/12/commits/671149e03604ef82dd32a8bd419b598a29a4c32e
671149ehttps://github.com/initml/diffusers/pull/12/commits/671149e03604ef82dd32a8bd419b598a29a4c32e
https://github.com/CalamitousFelicitousness
https://github.com/yiyixuxu
https://github.com/asomoza
Add ZImageImg2ImgPipeline (https://github.com/initml/diffusers/pull/12/commits/2246d2c7c4afb5156d68500b53d7f5693428b29e
huggingface#12751https://github.com/huggingface/diffusers/pull/12751
)https://github.com/initml/diffusers/pull/12/commits/2246d2c7c4afb5156d68500b53d7f5693428b29e
2246d2chttps://github.com/initml/diffusers/pull/12/commits/2246d2c7c4afb5156d68500b53d7f5693428b29e
https://github.com/WaterKnight1998
https://github.com/apps/github-actions
https://github.com/sayakpaul
[PRX] Improve model compilation (https://github.com/initml/diffusers/pull/12/commits/3d02cd543ef3101d821cb09c8fcab23c6e7ead33
huggingface#12787https://github.com/huggingface/diffusers/pull/12787
)https://github.com/initml/diffusers/pull/12/commits/3d02cd543ef3101d821cb09c8fcab23c6e7ead33
3d02cd5https://github.com/initml/diffusers/pull/12/commits/3d02cd543ef3101d821cb09c8fcab23c6e7ead33
https://github.com/delmalih
Improve docstrings and type hints in scheduling_dpmsolver_singlestep.…https://github.com/initml/diffusers/pull/12/commits/54fa0745c34be810e0f51d6bd528b16af4e6abe5
54fa074https://github.com/initml/diffusers/pull/12/commits/54fa0745c34be810e0f51d6bd528b16af4e6abe5
huggingface#12798https://github.com/huggingface/diffusers/pull/12798
https://github.com/yiyixuxu
[Modular]z-image (https://github.com/initml/diffusers/pull/12/commits/07ea0786e8e1bb58a6ee25797f7ced0165f720af
huggingface#12808https://github.com/huggingface/diffusers/pull/12808
)https://github.com/initml/diffusers/pull/12/commits/07ea0786e8e1bb58a6ee25797f7ced0165f720af
07ea078https://github.com/initml/diffusers/pull/12/commits/07ea0786e8e1bb58a6ee25797f7ced0165f720af
https://github.com/sayakpaul
Fix Qwen Edit Plus modular for multi-image input (https://github.com/initml/diffusers/pull/12/commits/8b4722de57a9a2646466b8bb7095c4fd465193fa
huggingface#12601https://github.com/huggingface/diffusers/pull/12601
)https://github.com/initml/diffusers/pull/12/commits/8b4722de57a9a2646466b8bb7095c4fd465193fa
8b4722dhttps://github.com/initml/diffusers/pull/12/commits/8b4722de57a9a2646466b8bb7095c4fd465193fa
https://github.com/DN6
[WIP] Add Flux2 modular (https://github.com/initml/diffusers/pull/12/commits/be3c2a0667493022f17d756ca3dba631d28dfb40
huggingface#12763https://github.com/huggingface/diffusers/pull/12763
)https://github.com/initml/diffusers/pull/12/commits/be3c2a0667493022f17d756ca3dba631d28dfb40
be3c2a0https://github.com/initml/diffusers/pull/12/commits/be3c2a0667493022f17d756ca3dba631d28dfb40
https://github.com/sayakpaul
https://github.com/stevhliu
[docs] improve distributed inference cp docs. (https://github.com/initml/diffusers/pull/12/commits/6708f5c76d50be208b8043c58e142d6551e4fba5
huggingface#12810https://github.com/huggingface/diffusers/pull/12810
)https://github.com/initml/diffusers/pull/12/commits/6708f5c76d50be208b8043c58e142d6551e4fba5
6708f5chttps://github.com/initml/diffusers/pull/12/commits/6708f5c76d50be208b8043c58e142d6551e4fba5
https://github.com/sayakpaul
https://github.com/apps/github-actions
post release 0.36.0 (https://github.com/initml/diffusers/pull/12/commits/10e820a2dd6628b9bac59b5ac2acf70c53cfa238
huggingface#12804https://github.com/huggingface/diffusers/pull/12804
)https://github.com/initml/diffusers/pull/12/commits/10e820a2dd6628b9bac59b5ac2acf70c53cfa238
10e820ahttps://github.com/initml/diffusers/pull/12/commits/10e820a2dd6628b9bac59b5ac2acf70c53cfa238
https://github.com/sayakpaul
Update distributed_inference.md to correct syntax (https://github.com/initml/diffusers/pull/12/commits/0eac64c7a692e335f4a777d1ffb91d38fe7d7a44
huggingface#12827https://github.com/huggingface/diffusers/pull/12827
)https://github.com/initml/diffusers/pull/12/commits/0eac64c7a692e335f4a777d1ffb91d38fe7d7a44
0eac64chttps://github.com/initml/diffusers/pull/12/commits/0eac64c7a692e335f4a777d1ffb91d38fe7d7a44
https://github.com/sayakpaul
[lora] Remove lora docs unneeded and add " # Copied from ..." (https://github.com/initml/diffusers/pull/12/commits/1567243463aca4f8bff03dafa9c12ab68c741673
huggin…https://github.com/huggingface/diffusers/pull/12824
1567243https://github.com/initml/diffusers/pull/12/commits/1567243463aca4f8bff03dafa9c12ab68c741673
…gface#12824https://github.com/huggingface/diffusers/pull/12824
https://github.com/sywangyi
https://github.com/sayakpaul
support CP in native flash attention (https://github.com/initml/diffusers/pull/12/commits/17c0e79dbdf53fb6705e9c09cc1a854b84c39249
huggingface#12829https://github.com/huggingface/diffusers/pull/12829
)https://github.com/initml/diffusers/pull/12/commits/17c0e79dbdf53fb6705e9c09cc1a854b84c39249
17c0e79https://github.com/initml/diffusers/pull/12/commits/17c0e79dbdf53fb6705e9c09cc1a854b84c39249
https://github.com/naykun
https://github.com/apps/github-actions
[qwen-image] edit 2511 support (https://github.com/initml/diffusers/pull/12/commits/b8a4cbac14d32afa6c6e6c5b9cd17f9715214220
huggingface#12839https://github.com/huggingface/diffusers/pull/12839
)https://github.com/initml/diffusers/pull/12/commits/b8a4cbac14d32afa6c6e6c5b9cd17f9715214220
b8a4cbahttps://github.com/initml/diffusers/pull/12/commits/b8a4cbac14d32afa6c6e6c5b9cd17f9715214220
https://github.com/sywangyi
https://github.com/sayakpaul
fix pytest tests/pipelines/pixart_sigma/test_pixart.py::PixArtSigmaPi… (https://github.com/initml/diffusers/pull/12/commits/0c1ccc0775519d23a01732d62cca202215e8956b
0c1ccc0https://github.com/initml/diffusers/pull/12/commits/0c1ccc0775519d23a01732d62cca202215e8956b
huggingface#12842https://github.com/huggingface/diffusers/pull/12842
https://github.com/lavinal712
https://github.com/sayakpaul
Support for control-lora (https://github.com/initml/diffusers/pull/12/commits/58519283e7fa143d3ae2bc086fcf53264cf2ece3
huggingface#10686https://github.com/huggingface/diffusers/pull/10686
)https://github.com/initml/diffusers/pull/12/commits/58519283e7fa143d3ae2bc086fcf53264cf2ece3
5851928https://github.com/initml/diffusers/pull/12/commits/58519283e7fa143d3ae2bc086fcf53264cf2ece3
https://github.com/junqiangwu
https://github.com/yiyixuxu
https://github.com/apps/github-actions
Add support for LongCat-Image (https://github.com/initml/diffusers/pull/12/commits/a748a839add5fe9f45a66e45dd93d8db0b45ce0f
huggingface#12828https://github.com/huggingface/diffusers/pull/12828
)https://github.com/initml/diffusers/pull/12/commits/a748a839add5fe9f45a66e45dd93d8db0b45ce0f
a748a83https://github.com/initml/diffusers/pull/12/commits/a748a839add5fe9f45a66e45dd93d8db0b45ce0f
https://github.com/junqiangwu
fix the prefix_token_len bug (https://github.com/initml/diffusers/pull/12/commits/5e48f466b9c0d257f2650e8feec378a0022f2402
huggingface#12845https://github.com/huggingface/diffusers/pull/12845
)https://github.com/initml/diffusers/pull/12/commits/5e48f466b9c0d257f2650e8feec378a0022f2402
5e48f46https://github.com/initml/diffusers/pull/12/commits/5e48f466b9c0d257f2650e8feec378a0022f2402
https://github.com/sywangyi
extend TorchAoTest::test_model_memory_usage to other platform (https://github.com/initml/diffusers/pull/12/commits/87f7d111437e1dad2a25d4653c57886f8f058cd3
huggin…https://github.com/huggingface/diffusers/pull/12768
87f7d11https://github.com/initml/diffusers/pull/12/commits/87f7d111437e1dad2a25d4653c57886f8f058cd3
…gface#12768https://github.com/huggingface/diffusers/pull/12768
https://github.com/naykun
https://github.com/apps/github-actions
https://github.com/sayakpaul
Qwen Image Layered Support (https://github.com/initml/diffusers/pull/12/commits/f9c1e612fb85dd971beeba77c3ddc0826e2146a4
huggingface#12853https://github.com/huggingface/diffusers/pull/12853
)https://github.com/initml/diffusers/pull/12/commits/f9c1e612fb85dd971beeba77c3ddc0826e2146a4
f9c1e61https://github.com/initml/diffusers/pull/12/commits/f9c1e612fb85dd971beeba77c3ddc0826e2146a4
https://github.com/hlky
https://github.com/apps/github-actions
Z-Image-Turbo ControlNet (https://github.com/initml/diffusers/pull/12/commits/55463f7ace24f0506a38c3971291e63d50bc989d
huggingface#12792https://github.com/huggingface/diffusers/pull/12792
)https://github.com/initml/diffusers/pull/12/commits/55463f7ace24f0506a38c3971291e63d50bc989d
55463f7https://github.com/initml/diffusers/pull/12/commits/55463f7ace24f0506a38c3971291e63d50bc989d
https://github.com/miguelmartin75
Cosmos Predict2.5 Base: inference pipeline, scheduler & chkpt convers…https://github.com/initml/diffusers/pull/12/commits/b5309683cb6753e2111be9a8204f90a550c3fcb6
b530968https://github.com/initml/diffusers/pull/12/commits/b5309683cb6753e2111be9a8204f90a550c3fcb6
huggingface#12852https://github.com/huggingface/diffusers/pull/12852
https://github.com/yiyixuxu
more update in modular (https://github.com/initml/diffusers/pull/12/commits/f7753b1bc8b4b3b97dc7f71d51ccb3a281b17b48
huggingface#12560https://github.com/huggingface/diffusers/pull/12560
)https://github.com/initml/diffusers/pull/12/commits/f7753b1bc8b4b3b97dc7f71d51ccb3a281b17b48
f7753b1https://github.com/initml/diffusers/pull/12/commits/f7753b1bc8b4b3b97dc7f71d51ccb3a281b17b48
yiyixuxuhttps://github.com/yiyixuxu
February 27, 2026 10:50https://github.com/initml/diffusers/pull/12#commits-pushed-680076f
https://github.com/yiyixuxu
https://github.com/sayakpaul
https://github.com/stevhliu
[Modular] update the auto pipeline blocks doc (https://github.com/initml/diffusers/pull/12/commits/680076fcc00d466247a384e2337913ae9405f0c5
huggingface#13148https://github.com/huggingface/diffusers/pull/13148
)https://github.com/initml/diffusers/pull/12/commits/680076fcc00d466247a384e2337913ae9405f0c5
680076fhttps://github.com/initml/diffusers/pull/12/commits/680076fcc00d466247a384e2337913ae9405f0c5
@yiyixuxuhttps://github.com/yiyixuxu
https://github.com/sayakpaul
[tests] consistency tests for modular index (https://github.com/initml/diffusers/pull/12/commits/9b979324247f4e022140b2f454ec2f4c2342f8d5
huggingface#13192https://github.com/huggingface/diffusers/pull/13192
)https://github.com/initml/diffusers/pull/12/commits/9b979324247f4e022140b2f454ec2f4c2342f8d5
9b97932https://github.com/initml/diffusers/pull/12/commits/9b979324247f4e022140b2f454ec2f4c2342f8d5
https://github.com/yiyixuxu
[modular] fallback to default_blocks_name when loading base block cla…https://github.com/initml/diffusers/pull/12/commits/39188248a715218502acc832d658b6359dc464c5
3918824https://github.com/initml/diffusers/pull/12/commits/39188248a715218502acc832d658b6359dc464c5
huggingface#13193https://github.com/huggingface/diffusers/pull/13193
https://github.com/sayakpaul
[chore] updates in the pypi publication workflow. (https://github.com/initml/diffusers/pull/12/commits/fcdd759e39e5a981660026216d505bef53fb5f2c
huggingface#12805https://github.com/huggingface/diffusers/pull/12805
)https://github.com/initml/diffusers/pull/12/commits/fcdd759e39e5a981660026216d505bef53fb5f2c
fcdd759https://github.com/initml/diffusers/pull/12/commits/fcdd759e39e5a981660026216d505bef53fb5f2c
https://github.com/sayakpaul
[tests] enable cpu offload test in torchao without compilation. (https://github.com/initml/diffusers/pull/12/commits/5b544961313ea0bfbe185dc8a8451b1049000af6
hugg…https://github.com/huggingface/diffusers/pull/12704
5b54496https://github.com/initml/diffusers/pull/12/commits/5b544961313ea0bfbe185dc8a8451b1049000af6
…ingface#12704https://github.com/huggingface/diffusers/pull/12704
https://github.com/sayakpaul
remove db utils from benchmarking (https://github.com/initml/diffusers/pull/12/commits/3d9085565b50f4d7a49b750a22ba62d7015198a7
huggingface#13199https://github.com/huggingface/diffusers/pull/13199
)https://github.com/initml/diffusers/pull/12/commits/3d9085565b50f4d7a49b750a22ba62d7015198a7
3d90855https://github.com/initml/diffusers/pull/12/commits/3d9085565b50f4d7a49b750a22ba62d7015198a7
https://github.com/DN6
[AutoModel] Fix bug with subfolders and local model paths when loadin…https://github.com/initml/diffusers/pull/12/commits/e7fe4ce92f65320657e9c837a1c3790303f9d16b
e7fe4cehttps://github.com/initml/diffusers/pull/12/commits/e7fe4ce92f65320657e9c837a1c3790303f9d16b
huggingface#13197https://github.com/huggingface/diffusers/pull/13197
https://github.com/DN6
[AutoModel] Allow registeringhttps://github.com/initml/diffusers/pull/12/commits/3fd14f1acfa2491b0745554bad2a126a2458ee9d
auto_maphttps://github.com/initml/diffusers/pull/12/commits/3fd14f1acfa2491b0745554bad2a126a2458ee9d
to model config (https://github.com/initml/diffusers/pull/12/commits/3fd14f1acfa2491b0745554bad2a126a2458ee9d
huggingface…https://github.com/huggingface/diffusers/pull/13186
3fd14f1https://github.com/initml/diffusers/pull/12/commits/3fd14f1acfa2491b0745554bad2a126a2458ee9d
…#13186https://github.com/huggingface/diffusers/pull/13186
https://github.com/DN6
[Modular] Save Modular Pipeline weights to Hub (https://github.com/initml/diffusers/pull/12/commits/84ff061b1dc45757f9dc669cc5058e8b6c2b9fc9
huggingface#13168https://github.com/huggingface/diffusers/pull/13168
)https://github.com/initml/diffusers/pull/12/commits/84ff061b1dc45757f9dc669cc5058e8b6c2b9fc9
84ff061https://github.com/initml/diffusers/pull/12/commits/84ff061b1dc45757f9dc669cc5058e8b6c2b9fc9
https://github.com/delmalih
docs: improve docstring scheduling_ipndm.py (https://github.com/initml/diffusers/pull/12/commits/c2fdd2d04834b479a9ae6345d06ecc60d41f7444
huggingface#13198https://github.com/huggingface/diffusers/pull/13198
)https://github.com/initml/diffusers/pull/12/commits/c2fdd2d04834b479a9ae6345d06ecc60d41f7444
c2fdd2dhttps://github.com/initml/diffusers/pull/12/commits/c2fdd2d04834b479a9ae6345d06ecc60d41f7444
https://github.com/DN6
Clean up accidental files (https://github.com/initml/diffusers/pull/12/commits/47e8faf3b99ecd1f194161d7647a44e263f726a3
huggingface#13202https://github.com/huggingface/diffusers/pull/13202
)https://github.com/initml/diffusers/pull/12/commits/47e8faf3b99ecd1f194161d7647a44e263f726a3
47e8fafhttps://github.com/initml/diffusers/pull/12/commits/47e8faf3b99ecd1f194161d7647a44e263f726a3
https://github.com/yiyixuxu
[modular]Update model card to include workflow (https://github.com/initml/diffusers/pull/12/commits/bbbcdd87bd9d960fa372663a50b9edbdcb1391c6
huggingface#13195https://github.com/huggingface/diffusers/pull/13195
)https://github.com/initml/diffusers/pull/12/commits/bbbcdd87bd9d960fa372663a50b9edbdcb1391c6
bbbcdd8https://github.com/initml/diffusers/pull/12/commits/bbbcdd87bd9d960fa372663a50b9edbdcb1391c6
https://github.com/yiyixuxu
https://github.com/DN6
[modular] not pass trust_remote_code to external repos (https://github.com/initml/diffusers/pull/12/commits/1fe688a651bc078326082b8927f8fbdd6cefeef0
huggingface#1…https://github.com/huggingface/diffusers/pull/13204
1fe688ahttps://github.com/initml/diffusers/pull/12/commits/1fe688a651bc078326082b8927f8fbdd6cefeef0
…3204https://github.com/huggingface/diffusers/pull/13204
@DN6https://github.com/DN6
https://github.com/sayakpaul
https://github.com/DN6
https://github.com/stevhliu
[Modular] implement requirements validation for custom blocks (https://github.com/initml/diffusers/pull/12/commits/4a2833c1c226362677e165a363fecb4da331e122
huggin…https://github.com/huggingface/diffusers/pull/12196
4a2833chttps://github.com/initml/diffusers/pull/12/commits/4a2833c1c226362677e165a363fecb4da331e122
…gface#12196https://github.com/huggingface/diffusers/pull/12196
huggingface#13156https://github.com/huggingface/diffusers/pull/13156
https://github.com/jiqing-feng
https://github.com/apps/github-actions
cogvideo example: Distribute VAE video encoding across processes in C…https://github.com/initml/diffusers/pull/12/commits/88798242bc05ae17435e67fb957d3df9e1464513
8879824https://github.com/initml/diffusers/pull/12/commits/88798242bc05ae17435e67fb957d3df9e1464513
huggingface#13207https://github.com/huggingface/diffusers/pull/13207
https://github.com/SHYuanBest
https://github.com/sayakpaul
Fix group-offloading bug (https://github.com/initml/diffusers/pull/12/commits/06ccde949013eef3b2c57170bdc7873e9f58787e
huggingface#13211https://github.com/huggingface/diffusers/pull/13211
)https://github.com/initml/diffusers/pull/12/commits/06ccde949013eef3b2c57170bdc7873e9f58787e
06ccde9https://github.com/initml/diffusers/pull/12/commits/06ccde949013eef3b2c57170bdc7873e9f58787e
https://github.com/dg845
https://github.com/SHYuanBest
https://github.com/yiyixuxu
https://github.com/sayakpaul
Add Helios-14B Video Generation Pipelines (https://github.com/initml/diffusers/pull/12/commits/33f785b4447f74eb9be5a798595e5b501b692d3b
huggingface#13208https://github.com/huggingface/diffusers/pull/13208
)https://github.com/initml/diffusers/pull/12/commits/33f785b4447f74eb9be5a798595e5b501b692d3b
33f785bhttps://github.com/initml/diffusers/pull/12/commits/33f785b4447f74eb9be5a798595e5b501b692d3b
huggingface#13210https://github.com/huggingface/diffusers/pull/13210
https://github.com/asomoza
[Z-Image] Fix morehttps://github.com/initml/diffusers/pull/12/commits/5570f817da44520d25c053d7da562bd5b2f46989
do_classifier_free_guidancehttps://github.com/initml/diffusers/pull/12/commits/5570f817da44520d25c053d7da562bd5b2f46989
thresholds (https://github.com/initml/diffusers/pull/12/commits/5570f817da44520d25c053d7da562bd5b2f46989
huggingf…https://github.com/huggingface/diffusers/pull/13212
5570f81https://github.com/initml/diffusers/pull/12/commits/5570f817da44520d25c053d7da562bd5b2f46989
…ace#13212https://github.com/huggingface/diffusers/pull/13212
https://github.com/sayakpaul
[lora] fix zimage lora conversion to support for more lora. (https://github.com/initml/diffusers/pull/12/commits/3902145b38619d00c8b486fc13ca27f74dbb4a08
huggingf…https://github.com/huggingface/diffusers/pull/13209
3902145https://github.com/initml/diffusers/pull/12/commits/3902145b38619d00c8b486fc13ca27f74dbb4a08
…ace#13209https://github.com/huggingface/diffusers/pull/13209
https://github.com/christopher5106
adding lora support to z-image controlnet pipelines (https://github.com/initml/diffusers/pull/12/commits/20364fe5a2afbddbf2ec5097ec5d483ce0cc689a
huggingface#13200https://github.com/huggingface/diffusers/pull/13200
)https://github.com/initml/diffusers/pull/12/commits/20364fe5a2afbddbf2ec5097ec5d483ce0cc689a
20364fehttps://github.com/initml/diffusers/pull/12/commits/20364fe5a2afbddbf2ec5097ec5d483ce0cc689a
https://github.com/dg845
https://github.com/sayakpaul
https://github.com/asomoza
Add LTX2 Condition Pipeline (https://github.com/initml/diffusers/pull/12/commits/ab6040ab2d84b1c6ce26a1f401dabad52cde4df5
huggingface#13058https://github.com/huggingface/diffusers/pull/13058
)https://github.com/initml/diffusers/pull/12/commits/ab6040ab2d84b1c6ce26a1f401dabad52cde4df5
ab6040ahttps://github.com/initml/diffusers/pull/12/commits/ab6040ab2d84b1c6ce26a1f401dabad52cde4df5
https://github.com/SHYuanBest
Fix Helios paper link in documentation (https://github.com/initml/diffusers/pull/12/commits/ae5881ba77fc26df801f0f76a9955cd66ddf68f0
huggingface#13213https://github.com/huggingface/diffusers/pull/13213
)https://github.com/initml/diffusers/pull/12/commits/ae5881ba77fc26df801f0f76a9955cd66ddf68f0
ae5881bhttps://github.com/initml/diffusers/pull/12/commits/ae5881ba77fc26df801f0f76a9955cd66ddf68f0
https://github.com/sayakpaul
[attention backends] change to updated repo and version. (https://github.com/initml/diffusers/pull/12/commits/29b91098f68847f4e50d099735532c7d5735b17e
huggingface…https://github.com/huggingface/diffusers/pull/13161
29b9109https://github.com/initml/diffusers/pull/12/commits/29b91098f68847f4e50d099735532c7d5735b17e
…#13161https://github.com/huggingface/diffusers/pull/13161
https://github.com/onurxtasar
Merge branch 'clipdrop-main' into onur/klein_cleanhttps://github.com/initml/diffusers/pull/12/commits/f32c312a32e1d594de4e2aa3f0225223ac68df49
f32c312https://github.com/initml/diffusers/pull/12/commits/f32c312a32e1d594de4e2aa3f0225223ac68df49
https://github.com/onurxtasar
unethttps://github.com/initml/diffusers/pull/12/commits/97f14150763f0e98e6396c2948d756f8116eb89f
97f1415https://github.com/initml/diffusers/pull/12/commits/97f14150763f0e98e6396c2948d756f8116eb89f
https://github.com/onurxtasar
return post_dowb_blockshttps://github.com/initml/diffusers/pull/12/commits/5108143b1184be596a8c5d11f32a84dc973e97fe
5108143https://github.com/initml/diffusers/pull/12/commits/5108143b1184be596a8c5d11f32a84dc973e97fe
https://github.com/onurxtasar
onurxtasarhttps://github.com/onurxtasar
Mar 10, 2026https://github.com/initml/diffusers/pull/12#event-23436068985
https://github.com/onurxtasar
onurxtasarhttps://github.com/onurxtasar
clementchadebechttps://github.com/clementchadebec
March 10, 2026 16:43https://github.com/initml/diffusers/pull/12#event-23439521092
https://github.com/clementchadebec
clementchadebechttps://github.com/clementchadebec
Mar 19, 2026 https://github.com/initml/diffusers/pull/12#pullrequestreview-3975044434
View reviewed changes https://github.com/initml/diffusers/pull/12/files/5108143b1184be596a8c5d11f32a84dc973e97fe
clementchadebechttps://github.com/clementchadebec
https://github.com/initml/diffusers/pull/12#pullrequestreview-3975044434
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/initml/diffusers/pull/12
https://github.com/onurxtasar
onurxtasarhttps://github.com/onurxtasar
be55e8bhttps://github.com/initml/diffusers/commit/be55e8b0f255c75a3bf9b5e60ecacc3fc5ddccbf
Mar 24, 2026https://github.com/initml/diffusers/pull/12#event-23844155886
Please reload this pagehttps://github.com/initml/diffusers/pull/12
https://github.co/hiddenchars
https://github.com/initml/diffusers/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%2Finitml%2Fdiffusers%2Fpull%2F12
https://github.com/clementchadebec
clementchadebec https://github.com/clementchadebec
https://github.com/initml/diffusers/pull/12/files/5108143b1184be596a8c5d11f32a84dc973e97fe
https://github.com/onurxtasar
onurxtasar https://github.com/onurxtasar
Please reload this pagehttps://github.com/initml/diffusers/pull/12
https://github.com/onurxtasar
https://github.com/clementchadebec
https://github.com/rycerzes
https://github.com/asomoza
https://github.com/sayakpaul
https://github.com/delmalih
https://github.com/toilaluan
https://github.com/jingyu-ml
https://github.com/jiqing-feng
https://github.com/yiyixuxu
https://github.com/CalamitousFelicitousness
https://github.com/WaterKnight1998
https://github.com/DN6
https://github.com/sywangyi
https://github.com/naykun
https://github.com/lavinal712
https://github.com/junqiangwu
https://github.com/hlky
https://github.com/miguelmartin75
https://github.com/MatrixTeam-AI
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.