René's URL Explorer Experiment


Title: [LoRA] add LoRA support to LTX-2 by sayakpaul · Pull Request #12933 · huggingface/diffusers · GitHub

Open Graph Title: [LoRA] add LoRA support to LTX-2 by sayakpaul · Pull Request #12933 · huggingface/diffusers

X Title: [LoRA] add LoRA support to LTX-2 by sayakpaul · Pull Request #12933 · huggingface/diffusers

Description: 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch. - [LoRA] add LoRA support to LTX-2 by sayakpaul · Pull Request #12933 · huggingface/diffusers

Open Graph Description: What does this PR do? Adds support for loading non-diffusers LoRA into LTX2Pipeline. More specifically, this checkpoint or any other LoRA checkpoints that are obtained with the trainer shipped by t...

X Description: What does this PR do? Adds support for loading non-diffusers LoRA into LTX2Pipeline. More specifically, this checkpoint or any other LoRA checkpoints that are obtained with the trainer shipped by t...

Opengraph URL: https://github.com/huggingface/diffusers/pull/12933

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:ae144a60-07a9-ce58-5ef7-8499a2da9b04
current-catalog-service-hashae870bc5e265a340912cde392f23dad3671a0a881730ffdadd82f2f57d81641b
request-idCE54:F3B55:CC4609:11389EE:6A5EF95D
html-safe-noncecd103003ed0e6705fd14c72f8cb25c97e2d08a98d52601c76f843a56d74f5a5f
visitor-payloadeyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJDRTU0OkYzQjU1OkNDNDYwOToxMTM4OUVFOjZBNUVGOTVEIiwidmlzaXRvcl9pZCI6IjExMTY0MTEzNTA5MTI3OTI5MjUiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac10114666d9ad7523ccf4400764cfdf3c42a6660031d22b07c35780200497af06
hovercard-subject-tagpull_request:3159289182
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/huggingface/diffusers/12933/pull_request_layout
twitter:imagehttps://opengraph.githubassets.com/aaae5c50b3226c1c47d50322f68697da2facb85481915c5af47c4d231e300f57/huggingface/diffusers/pull/12933
twitter:cardsummary_large_image
og:imagehttps://opengraph.githubassets.com/aaae5c50b3226c1c47d50322f68697da2facb85481915c5af47c4d231e300f57/huggingface/diffusers/pull/12933
og:image:altWhat does this PR do? Adds support for loading non-diffusers LoRA into LTX2Pipeline. More specifically, this checkpoint or any other LoRA checkpoints that are obtained with the trainer shipped by t...
og:image:width1200
og:image:height600
og:site_nameGitHub
og:typeobject
og:author:usernamesayakpaul
hostnamegithub.com
expected-hostnamegithub.com
None82d0004a35927bdb00c652a57f456c55aa0eda4ade1bc7956d7510fdea6e454b
turbo-cache-controlno-cache
go-importgithub.com/huggingface/diffusers git https://github.com/huggingface/diffusers.git
octolytics-dimension-user_id25720743
octolytics-dimension-user_loginhuggingface
octolytics-dimension-repository_id498011141
octolytics-dimension-repository_nwohuggingface/diffusers
octolytics-dimension-repository_publictrue
octolytics-dimension-repository_is_forkfalse
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
released2d913dd727d2d7ac189fb4d05b10bc34ecd03ee
ui-targetfull
theme-color#1e2327
color-schemelight dark

Links:

Skip to contenthttps://github.com/huggingface/diffusers/pull/12933#start-of-content
https://github.com/
Sign in https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fhuggingface%2Fdiffusers%2Fpull%2F12933
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%2Fhuggingface%2Fdiffusers%2Fpull%2F12933
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=huggingface%2Fdiffusers
Reloadhttps://github.com/huggingface/diffusers/pull/12933
Reloadhttps://github.com/huggingface/diffusers/pull/12933
Reloadhttps://github.com/huggingface/diffusers/pull/12933
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
huggingface https://github.com/huggingface
diffusershttps://github.com/huggingface/diffusers
Notifications https://github.com/login?return_to=%2Fhuggingface%2Fdiffusers
Fork 7.2k https://github.com/login?return_to=%2Fhuggingface%2Fdiffusers
Star 34.1k https://github.com/login?return_to=%2Fhuggingface%2Fdiffusers
Code https://github.com/huggingface/diffusers
Issues 755 https://github.com/huggingface/diffusers/issues
Pull requests 537 https://github.com/huggingface/diffusers/pulls
Discussions https://github.com/huggingface/diffusers/discussions
Actions https://github.com/huggingface/diffusers/actions
Projects https://github.com/huggingface/diffusers/projects
Security and quality 3 https://github.com/huggingface/diffusers/security
Insights https://github.com/huggingface/diffusers/pulse
Code https://github.com/huggingface/diffusers
Issues https://github.com/huggingface/diffusers/issues
Pull requests https://github.com/huggingface/diffusers/pulls
Discussions https://github.com/huggingface/diffusers/discussions
Actions https://github.com/huggingface/diffusers/actions
Projects https://github.com/huggingface/diffusers/projects
Security and quality https://github.com/huggingface/diffusers/security
Insights https://github.com/huggingface/diffusers/pulse
sayakpaulhttps://github.com/sayakpaul
mainhttps://github.com/huggingface/diffusers/tree/main
ltx-2-lorahttps://github.com/huggingface/diffusers/tree/ltx-2-lora
Conversationhttps://github.com/huggingface/diffusers/pull/12933
Commits11 (11)https://github.com/huggingface/diffusers/pull/12933/commits
Checkshttps://github.com/huggingface/diffusers/pull/12933/checks
Files changedhttps://github.com/huggingface/diffusers/pull/12933/files
[LoRA] add LoRA support to LTX-2https://github.com/huggingface/diffusers/pull/12933#top
sayakpaulhttps://github.com/sayakpaul
mainhttps://github.com/huggingface/diffusers/tree/main
ltx-2-lorahttps://github.com/huggingface/diffusers/tree/ltx-2-lora
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#issue-3796514852
this checkpointhttps://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-distilled-lora-384.safetensors
official codebasehttps://github.com/Lightricks/LTX-2/
herehttps://github.com/Lightricks/LTX-2/blob/main/packages/ltx-pipelines/src/ltx_pipelines/ti2vid_two_stages.py
this LoRAhttps://huggingface.co/Lightricks/LTX-2/blob/main/ltx-2-19b-distilled-lora-384.safetensors
herehttps://github.com/Lightricks/LTX-2/blob/628956009ca14446f01976ba4e861e6a9e210a93/packages/ltx-pipelines/src/ltx_pipelines/utils/constants.py#L9
@asomozahttps://github.com/asomoza
@linoytsabanhttps://github.com/linoytsaban
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
January 9, 2026 11:34https://github.com/huggingface/diffusers/pull/12933#commits-pushed-1acc160
https://github.com/sayakpaul
uphttps://github.com/huggingface/diffusers/pull/12933/commits/1acc16045c9ccb9d3934041d68133114abefc051
1acc160https://github.com/huggingface/diffusers/pull/12933/commits/1acc16045c9ccb9d3934041d68133114abefc051
https://github.com/sayakpaul
fixeshttps://github.com/huggingface/diffusers/pull/12933/commits/efdfab682a0cc6ce489ce05a80b613192ae47fea
efdfab6https://github.com/huggingface/diffusers/pull/12933/commits/efdfab682a0cc6ce489ce05a80b613192ae47fea
https://github.com/sayakpaul
testshttps://github.com/huggingface/diffusers/pull/12933/commits/e7164fcd89b5691e24f17c77262af85bdd92e5af
e7164fchttps://github.com/huggingface/diffusers/pull/12933/commits/e7164fcd89b5691e24f17c77262af85bdd92e5af
https://github.com/sayakpaul
docs.https://github.com/huggingface/diffusers/pull/12933/commits/596d978ce7c6b74a2320edf6a756785bfb7cee9f
596d978https://github.com/huggingface/diffusers/pull/12933/commits/596d978ce7c6b74a2320edf6a756785bfb7cee9f
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
dg845https://github.com/dg845
January 9, 2026 11:00https://github.com/huggingface/diffusers/pull/12933#event-21944870727
sayakpaulhttps://github.com/sayakpaul
January 9, 2026 16:32https://github.com/huggingface/diffusers/pull/12933#commits-pushed-527b89d
https://github.com/sayakpaul
fixhttps://github.com/huggingface/diffusers/pull/12933/commits/527b89de2b93e628dfd1a6e01f869084316c0687
527b89dhttps://github.com/huggingface/diffusers/pull/12933/commits/527b89de2b93e628dfd1a6e01f869084316c0687
https://github.com/sayakpaul
change loading info.https://github.com/huggingface/diffusers/pull/12933/commits/9c959632b91611734edc0810cf76084e3b1c3fc5
9c95963https://github.com/huggingface/diffusers/pull/12933/commits/9c959632b91611734edc0810cf76084e3b1c3fc5
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3643449817
View reviewed changes https://github.com/huggingface/diffusers/pull/12933/files/9c959632b91611734edc0810cf76084e3b1c3fc5
src/diffusers/loaders/lora_pipeline.pyhttps://github.com/huggingface/diffusers/pull/12933/files/9c959632b91611734edc0810cf76084e3b1c3fc5#diff-3c1294a8f7c87b63d7a17d75ae402a302f3cc34af9fa43df4eda29a1c0de5b61
sayakpaulhttps://github.com/sayakpaul
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2675763422
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3643450668
View reviewed changes https://github.com/huggingface/diffusers/pull/12933/files/9c959632b91611734edc0810cf76084e3b1c3fc5
src/diffusers/loaders/lora_pipeline.pyhttps://github.com/huggingface/diffusers/pull/12933/files/9c959632b91611734edc0810cf76084e3b1c3fc5#diff-3c1294a8f7c87b63d7a17d75ae402a302f3cc34af9fa43df4eda29a1c0de5b61
sayakpaulhttps://github.com/sayakpaul
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2675764167
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
dg845https://github.com/dg845
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2677834483
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2678293465
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3643451696
View reviewed changes https://github.com/huggingface/diffusers/pull/12933/files/9c959632b91611734edc0810cf76084e3b1c3fc5
src/diffusers/loaders/lora_pipeline.pyhttps://github.com/huggingface/diffusers/pull/12933/files/9c959632b91611734edc0810cf76084e3b1c3fc5#diff-3c1294a8f7c87b63d7a17d75ae402a302f3cc34af9fa43df4eda29a1c0de5b61
sayakpaulhttps://github.com/sayakpaul
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2675765145
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#ref-issue-3791524372
LTX-2 distilled checkpoint support #12925 https://github.com/huggingface/diffusers/issues/12925
https://github.com/HuggingFaceDocBuilderDev
HuggingFaceDocBuilderDevhttps://github.com/HuggingFaceDocBuilderDev
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#issuecomment-3728468876
herehttps://moon-ci-docs.huggingface.co/docs/diffusers/pr_12933
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
January 9, 2026 17:12https://github.com/huggingface/diffusers/pull/12933#commits-pushed-8a4bd37
https://github.com/sayakpaul
uphttps://github.com/huggingface/diffusers/pull/12933/commits/8a4bd37d1548148615cbd6f2b51754b5f64a12be
8a4bd37https://github.com/huggingface/diffusers/pull/12933/commits/8a4bd37d1548148615cbd6f2b51754b5f64a12be
https://github.com/sayakpaul
uphttps://github.com/huggingface/diffusers/pull/12933/commits/9abdd9346e47f908d21ab6c50753a52d267bdf16
9abdd93https://github.com/huggingface/diffusers/pull/12933/commits/9abdd9346e47f908d21ab6c50753a52d267bdf16
https://github.com/sayakpaul
Merge branch 'main' into ltx-2-lorahttps://github.com/huggingface/diffusers/pull/12933/commits/be5644eed15a5375369a3754246a1df15f2c25ab
be5644ehttps://github.com/huggingface/diffusers/pull/12933/commits/be5644eed15a5375369a3754246a1df15f2c25ab
https://github.com/dg845
dg845https://github.com/dg845
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3645784194
View reviewed changes https://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab
src/diffusers/loaders/lora_pipeline.pyhttps://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab#diff-3c1294a8f7c87b63d7a17d75ae402a302f3cc34af9fa43df4eda29a1c0de5b61
dg845https://github.com/dg845
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2677814377
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2678294200
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
#12933 (comment)https://github.com/huggingface/diffusers/pull/12933#discussion_r2678292594
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/dg845
dg845https://github.com/dg845
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3645843257
View reviewed changes https://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab
src/diffusers/loaders/lora_pipeline.pyhttps://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab#diff-3c1294a8f7c87b63d7a17d75ae402a302f3cc34af9fa43df4eda29a1c0de5b61
dg845https://github.com/dg845
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2677867590
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2678296803
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2678299373
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
examplehttps://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Canny-Control/tree/main?show_file_info=ltx-2-19b-ic-lora-canny-control.safetensors
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
dg845https://github.com/dg845
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2678316054
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
diffusers/src/diffusers/loaders/lora_base.pyhttps://github.com/huggingface/diffusers/blob/02c7adc3568478777f1235b8755863cb1fc36c8c/src/diffusers/loaders/lora_base.py#L593-L601
02c7adchttps://github.com/huggingface/diffusers/commit/02c7adc3568478777f1235b8755863cb1fc36c8c
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2678323437
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/dg845
dg845https://github.com/dg845
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3645849526
View reviewed changes https://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab
src/diffusers/loaders/lora_pipeline.pyhttps://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab#diff-3c1294a8f7c87b63d7a17d75ae402a302f3cc34af9fa43df4eda29a1c0de5b61
dg845https://github.com/dg845
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2677872662
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
#12933 (comment)https://github.com/huggingface/diffusers/pull/12933#discussion_r2677867590
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2678299428
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
#12933 (comment)https://github.com/huggingface/diffusers/pull/12933#discussion_r2678299373
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/dg845
dg845https://github.com/dg845
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3645866684
View reviewed changes https://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab
tests/lora/test_lora_layers_ltx2.pyhttps://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab#diff-8f8918aa1a41f5216a59b47f751cb0225d559e3b027b4e57886d5dc4f5713690
dg845https://github.com/dg845
Jan 9, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2677886130
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
sayakpaulhttps://github.com/sayakpaul
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#discussion_r2678292594
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/dg845
dg845https://github.com/dg845
Jan 9, 2026 https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3645885797
View reviewed changes https://github.com/huggingface/diffusers/pull/12933/files/84a6573c746222a206f35e99b9efc7f470a3dc64
dg845https://github.com/dg845
https://github.com/huggingface/diffusers/pull/12933#pullrequestreview-3645885797
Learn morehttps://docs.github.com/articles/managing-disruptive-comments/#hiding-a-comment
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/sayakpaul
Merge branch 'main' into ltx-2-lorahttps://github.com/huggingface/diffusers/pull/12933/commits/397b656198de44445f241bfd9486dee593dc5d6a
397b656https://github.com/huggingface/diffusers/pull/12933/commits/397b656198de44445f241bfd9486dee593dc5d6a
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#issuecomment-3731795492
https://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Canny-Controlhttps://huggingface.co/Lightricks/LTX-2-19b-IC-LoRA-Canny-Control
@linoytsabanhttps://github.com/linoytsaban
@asomozahttps://github.com/asomoza
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/sayakpaul
Merge branch 'main' into ltx-2-lorahttps://github.com/huggingface/diffusers/pull/12933/commits/84a6573c746222a206f35e99b9efc7f470a3dc64
84a6573https://github.com/huggingface/diffusers/pull/12933/commits/84a6573c746222a206f35e99b9efc7f470a3dc64
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
ed6e5echttps://github.com/huggingface/diffusers/commit/ed6e5ecf67ac762e878d3d6e25bda4e77b0c820a
Jan 10, 2026https://github.com/huggingface/diffusers/pull/12933#event-21960376191
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
January 10, 2026 05:57https://github.com/huggingface/diffusers/pull/12933#event-21960376502
https://github.com/dg845
dg845https://github.com/dg845
Jan 10, 2026 https://github.com/huggingface/diffusers/pull/12933#ref-pullrequest-3799259560
Add Flag to PeftLoraLoaderMixinTests to Enable/Disable Text Encoder LoRA Tests #12962 https://github.com/huggingface/diffusers/pull/12962
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
Jan 13, 2026 https://github.com/huggingface/diffusers/pull/12933#ref-pullrequest-3796825133
LTX2 distilled checkpoint support #12934 https://github.com/huggingface/diffusers/pull/12934
https://github.com/sayakpaul
sayakpaulhttps://github.com/sayakpaul
roadmap https://github.com/huggingface/diffusers/issues?q=state%3Aopen%20label%3Aroadmap
Jan 14, 2026https://github.com/huggingface/diffusers/pull/12933#event-22035763012
https://github.com/apps/github-project-automation
github-project-automationhttps://github.com/apps/github-project-automation
Diffusers Roadmap 0.39https://github.com/orgs/huggingface/projects/61
Jan 14, 2026https://github.com/huggingface/diffusers/pull/12933#event-22035763947
https://github.com/apps/github-project-automation
github-project-automationhttps://github.com/apps/github-project-automation
Diffusers Roadmap 0.39https://github.com/orgs/huggingface/projects/61
Jan 14, 2026https://github.com/huggingface/diffusers/pull/12933#event-22035764127
https://github.com/apps/github-project-automation
github-project-automationhttps://github.com/apps/github-project-automation
Diffusers Roadmap 0.39https://github.com/orgs/huggingface/projects/61
Jan 14, 2026https://github.com/huggingface/diffusers/pull/12933#event-22035766924
onurxtasarhttps://github.com/onurxtasar
Mar 24, 2026 https://github.com/huggingface/diffusers/pull/12933#ref-commit-be55e8b
https://github.com/onurxtasar
https://github.com/rycerzes
https://github.com/apps/github-actions
https://github.com/DN6
https://github.com/asomoza
https://github.com/stevhliu
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/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/alvarobartt
https://github.com/RuoyiDu
https://github.com/JerryWu-code
https://github.com/vkuzo
https://github.com/mbalabanski
https://github.com/DefTruth
https://github.com/r4inm4ker
https://github.com/paulinebm
https://github.com/dxqb
https://github.com/zhangtao0408
https://github.com/TaoZhang-Work
https://github.com/yaoqih
https://github.com/leisuzz
https://github.com/tolgacangoz
https://github.com/dg845
https://github.com/adi776borate
https://github.com/salmanmkc
https://github.com/msdsm
https://github.com/TmacAaron
https://github.com/howardzhang-cv
https://github.com/linoytsaban
https://github.com/ishan-modi
https://github.com/gapatron
https://github.com/Teriks
https://github.com/FredyRivera-dev
https://github.com/kashif
https://github.com/bhavya01
https://github.com/Promisery
https://github.com/samutamm
https://github.com/SahilCarterr
https://github.com/dsocek
https://github.com/zhangjiewu
https://github.com/tvelovraf
https://github.com/omahs
https://github.com/JuanFKurucz
https://github.com/cdutr
https://github.com/tcaimm
https://github.com/Bissmella
https://github.com/KarthikSundar2002
https://github.com/zRzRzRzRzRzRzR
https://github.com/SunMarc
https://github.com/apps/copilot-pull-request-reviewer
https://github.com/Yahweasel
https://github.com/hameerabbasi
https://github.com/galbria
https://github.com/kfirbria
https://github.com/geekuillaume
https://github.com/a-r-r-o-w
https://github.com/lgyStoic
https://github.com/samadwar
https://github.com/samedwardsFM
https://github.com/JaredforReal
https://github.com/itazap
https://github.com/Jayce-Ping
https://github.com/rootonchair
https://github.com/Olexandr88
https://github.com/lauri9
https://github.com/songkey
https://github.com/AlanPonnachan
https://github.com/anijain2305
https://github.com/DavidBert
https://github.com/sym-bot
https://github.com/claude
https://github.com/kirillsst
https://github.com/Hezlich2
https://github.com/veeceey
https://github.com/Songrui625
https://github.com/christopher5106
https://github.com/SHYuanBest
Main to clipdrop-main (https://github.com/initml/diffusers/commit/be55e8b0f255c75a3bf9b5e60ecacc3fc5ddccbf
#12https://github.com/initml/diffusers/pull/12
)https://github.com/initml/diffusers/commit/be55e8b0f255c75a3bf9b5e60ecacc3fc5ddccbf
be55e8bhttps://github.com/initml/diffusers/commit/be55e8b0f255c75a3bf9b5e60ecacc3fc5ddccbf
https://github.co/hiddenchars
https://github.com/huggingface/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%2Fhuggingface%2Fdiffusers%2Fpull%2F12933
https://github.com/dg845
dg845 https://github.com/dg845
https://github.com/huggingface/diffusers/pull/12933/files/be5644eed15a5375369a3754246a1df15f2c25ab
roadmap https://github.com/huggingface/diffusers/issues?q=state%3Aopen%20label%3Aroadmap
Diffusers Roadmap 0.39 https://github.com/orgs/huggingface/projects/61
Please reload this pagehttps://github.com/huggingface/diffusers/pull/12933
https://github.com/sayakpaul
https://github.com/HuggingFaceDocBuilderDev
https://github.com/dg845
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.