ComfyUI/comfy/ldm
Jedrzej Kosinski 1b96430c60
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Merge master into worksplit-multigpu (#13546)
* fix: pin SQLAlchemy>=2.0 in requirements.txt (fixes #13036) (#13316)

* Refactor io to IO in nodes_ace.py (#13485)

* Bump comfyui-frontend-package to 1.42.12 (#13489)

* Make the ltx audio vae more native. (#13486)

* feat(api-nodes): add automatic downscaling of videos for ByteDance 2 nodes (#13465)

* Support standalone LTXV audio VAEs (#13499)

* [Partner Nodes]  added 4K resolution for Veo models; added Veo 3 Lite model (#13330)

* feat(api nodes): added 4K resolution for Veo models; added Veo 3 Lite model

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* increase poll_interval from 5 to 9

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>

* Bump comfyui-frontend-package to 1.42.14 (#13493)

* Add gpt-image-2 as version option (#13501)

* Allow logging in comfy app files. (#13505)

* chore: update workflow templates to v0.9.59 (#13507)

* fix(veo): reject 4K resolution for veo-3.0 models in Veo3VideoGenerationNode (#13504)

The tooltip on the resolution input states that 4K is not available for
veo-3.1-lite or veo-3.0 models, but the execute guard only rejected the
lite combination. Selecting 4K with veo-3.0-generate-001 or
veo-3.0-fast-generate-001 would fall through and hit the upstream API
with an invalid request.

Broaden the guard to match the documented behavior and update the error
message accordingly.

Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>

* feat: RIFE and FILM frame interpolation model support (CORE-29) (#13258)

* initial RIFE support

* Also support FILM

* Better RAM usage, reduce FILM VRAM peak

* Add model folder placeholder

* Fix oom fallback frame loss

* Remove torch.compile for now

* Rename model input

* Shorter input type name

---------

* fix: use Parameter assignment for Stable_Zero123 cc_projection weights (fixes #13492) (#13518)

On Windows with aimdo enabled, disable_weight_init.Linear uses lazy
initialization that sets weight and bias to None to avoid unnecessary
memory allocation. This caused a crash when copy_() was called on the
None weight attribute in Stable_Zero123.__init__.

Replace copy_() with direct torch.nn.Parameter assignment, which works
correctly on both Windows (aimdo enabled) and other platforms.

* Derive InterruptProcessingException from BaseException (#13523)

* bump manager version to 4.2.1 (#13516)

* ModelPatcherDynamic: force cast stray weights on comfy layers (#13487)

the mixed_precision ops can have input_scale parameters that are used
in tensor math but arent a weight or bias so dont get proper VRAM
management. Treat these as force-castable parameters like the non comfy
weight, random params are buffers already are.

* Update logging level for invalid version format (#13526)

* [Partner Nodes] add SD2 real human support (#13509)

* feat(api-nodes): add SD2 real human support

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* fix: add validation before uploading Assets

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* Add asset_id and group_id displaying on the node

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* extend poll_op to use instead of custom async cycle

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* added the polling for the "Active" status after asset creation

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* updated tooltip for group_id

* allow usage of real human in the ByteDance2FirstLastFrame node

* add reference count limits

* corrected price in status when input assets contain video

Signed-off-by: bigcat88 <bigcat88@icloud.com>

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* feat: SAM (segment anything) 3.1 support (CORE-34) (#13408)

* [Partner Nodes] GPTImage: fix price badges, add new resolutions (#13519)

* fix(api-nodes): fixed price badges, add new resolutions

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* proper calculate the total run cost when "n > 1"

Signed-off-by: bigcat88 <bigcat88@icloud.com>

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* chore: update workflow templates to v0.9.61 (#13533)

* chore: update embedded docs to v0.4.4 (#13535)

* add 4K resolution to Kling nodes (#13536)

Signed-off-by: bigcat88 <bigcat88@icloud.com>

* Fix LTXV Reference Audio node (#13531)

* comfy-aimdo 0.2.14: Hotfix async allocator estimations (#13534)

This was doing an over-estimate of VRAM used by the async allocator when lots
of little small tensors were in play.

Also change the versioning scheme to == so we can roll forward aimdo without
worrying about stable regressions downstream in comfyUI core.

* Disable sageattention for SAM3 (#13529)

Causes Nans

* execution: Add anti-cycle validation (#13169)

Currently if the graph contains a cycle, the just inifitiate recursions,
hits a catch all then throws a generic error against the output node
that seeded the validation. Instead, fail the offending cycling mode
chain and handlng it as an error in its own right.

Co-authored-by: guill <jacob.e.segal@gmail.com>

* chore: update workflow templates to v0.9.62 (#13539)

---------

Signed-off-by: bigcat88 <bigcat88@icloud.com>
Co-authored-by: Octopus <liyuan851277048@icloud.com>
Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
Co-authored-by: Comfy Org PR Bot <snomiao+comfy-pr@gmail.com>
Co-authored-by: Alexander Piskun <13381981+bigcat88@users.noreply.github.com>
Co-authored-by: Jukka Seppänen <40791699+kijai@users.noreply.github.com>
Co-authored-by: AustinMroz <austin@comfy.org>
Co-authored-by: Daxiong (Lin) <contact@comfyui-wiki.com>
Co-authored-by: Matt Miller <matt@miller-media.com>
Co-authored-by: blepping <157360029+blepping@users.noreply.github.com>
Co-authored-by: Dr.Lt.Data <128333288+ltdrdata@users.noreply.github.com>
Co-authored-by: rattus <46076784+rattus128@users.noreply.github.com>
Co-authored-by: guill <jacob.e.segal@gmail.com>
2026-04-23 19:20:14 -07:00
..
ace Support Ace Step 1.5 XL model. (#13317) 2026-04-07 03:13:47 -04:00
anima Fix anima LLM adapter forward when manual cast (#12504) 2026-02-17 07:56:44 -08:00
audio Enable Runtime Selection of Attention Functions (#9639) 2025-09-12 18:07:38 -04:00
aura Enable Runtime Selection of Attention Functions (#9639) 2025-09-12 18:07:38 -04:00
cascade cascade: remove dead weight init code (#13026) 2026-03-17 20:59:10 -04:00
chroma Implement NAG on all the models based on the Flux code. (#12500) 2026-02-16 23:30:34 -05:00
chroma_radiance Use torch RMSNorm for flux models and refactor hunyuan video code. (#12432) 2026-02-13 15:35:13 -05:00
cosmos Some fixes to previous pr. (#12339) 2026-02-06 20:14:52 -05:00
ernie Some optimizations to make Ernie inference a bit faster. (#13472) 2026-04-18 23:02:29 -04:00
flux Add a supports_fp64 function. (#13368) 2026-04-11 21:06:36 -04:00
genmo Enable Runtime Selection of Attention Functions (#9639) 2025-09-12 18:07:38 -04:00
hidream Enable Runtime Selection of Attention Functions (#9639) 2025-09-12 18:07:38 -04:00
hunyuan3d Enable Runtime Selection of Attention Functions (#9639) 2025-09-12 18:07:38 -04:00
hunyuan3dv2_1 Fix Hunyuan 3D 2.1 multi-GPU worksplit: use cond_or_uncond instead of hardcoded chunk(2) (#13478) 2026-04-20 02:37:18 -07:00
hunyuan_video Implement NAG on all the models based on the Flux code. (#12500) 2026-02-16 23:30:34 -05:00
hydit Change cosmos and hydit models to use the native RMSNorm. (#7934) 2025-05-04 06:26:20 -04:00
kandinsky5 Fix qwen scaled fp8 not working with kandinsky. Make basic t2i wf work. (#11162) 2025-12-06 17:50:10 -08:00
lightricks Merge master into worksplit-multigpu (#13546) 2026-04-23 19:20:14 -07:00
lumina Feat: z-image pixel space (model still training atm) (#12709) 2026-03-02 19:43:47 -05:00
mmaudio/vae Implement the mmaudio VAE. (#10300) 2025-10-11 22:57:23 -04:00
models Add support for small flux.2 decoder (#13314) 2026-04-07 03:44:18 -04:00
modules feat: SUPIR model support (CORE-17) (#13250) 2026-04-18 23:02:01 -04:00
omnigen Enable Runtime Selection of Attention Functions (#9639) 2025-09-12 18:07:38 -04:00
pixart Remove windows line endings. (#8866) 2025-07-11 02:37:51 -04:00
qwen_image Add pre attention and post input patches to qwen image model. (#12879) 2026-03-11 00:09:35 -04:00
rt_detr CORE-13 feat: Support RT-DETRv4 detection model (#12748) 2026-03-28 23:34:10 -04:00
sam3 Merge master into worksplit-multigpu (#13546) 2026-04-23 19:20:14 -07:00
supir feat: SUPIR model support (CORE-17) (#13250) 2026-04-18 23:02:01 -04:00
wan wan: vae: Fix light/color change (#13101) 2026-03-21 18:44:35 -04:00
common_dit.py add RMSNorm to comfy.ops 2025-04-14 18:00:33 -04:00
util.py New Year ruff cleanup. (#11595) 2026-01-01 22:06:14 -05:00