Commit Graph

2232 Commits

Author SHA1 Message Date
doctorpangloss
7cd6383110 Fix distributed previews, add sageattention to the docker container 2025-09-12 11:48:25 -07:00
doctorpangloss
421c9b88ae Fix import order 2025-09-10 16:36:03 -07:00
doctorpangloss
67432bee6c Fix model measurements to call 2025-09-09 18:29:56 -07:00
doctorpangloss
537e34358f Improve compatibility with custom nodes that want to support both LTS and vanilla ComfyUI 2025-09-09 17:54:49 -07:00
doctorpangloss
4f6f3e9197 Fix linting issues, improve HooksSupport dummy implementation 2025-09-09 13:26:46 -07:00
doctorpangloss
f5e29f0e61 Fix sage attention for qwen-image, fix Qwen Image VAE memory usage, improve compatibility with hooks when using KSampler based workflows and non-ModelPatcher model manageable-stuff 2025-09-09 12:58:23 -07:00
doctorpangloss
b62d4f05e1 more type documentation, fix installation with dependency group 2025-09-08 11:35:19 -07:00
doctorpangloss
a31e5f216d Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-09-04 14:31:14 -07:00
doctorpangloss
58622c7e91 Move validation back to where it is supposed to be relative to upstream 2025-09-04 14:05:19 -07:00
comfyanonymous
72855db715
Fix potential rope issue. (#9710) 2025-09-03 22:20:13 -04:00
doctorpangloss
6cffd4c4c2 Fix linting issue 2025-09-03 15:08:16 -07:00
doctorpangloss
0e5348b9a9 Fixes issues with running from a vanilla ComfyUI workspace and having this package installed (fixes #30) 2025-09-03 14:57:34 -07:00
doctorpangloss
8052d070de Fix pylint issues 2025-09-03 12:13:35 -07:00
doctorpangloss
179c2d35c8 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-09-03 12:04:32 -07:00
comfyanonymous
e3018c2a5a
uso -> uxo/uno as requested. (#9688) 2025-09-02 16:12:07 -04:00
comfyanonymous
3412d53b1d
USO style reference. (#9677)
Load the projector.safetensors file with the ModelPatchLoader node and use
the siglip_vision_patch14_384.safetensors "clip vision" model and the
USOStyleReferenceNode.
2025-09-02 15:36:22 -04:00
contentis
e2d1e5dad9
Enable Convolution AutoTuning (#9301) 2025-09-01 20:33:50 -04:00
comfyanonymous
27e067ce50
Implement the USO subject identity lora. (#9674)
Use the lora with FluxContextMultiReferenceLatentMethod node set to "uso"
and a ReferenceLatent node with the reference image.
2025-09-01 18:54:02 -04:00
chaObserv
32a627bf1f
SEEDS: update noise decomposition and refactor (#9633)
- Update the decomposition to reflect interval dependency
- Extract phi computations into functions
- Use torch.lerp for interpolation
2025-08-31 00:01:45 -04:00
comfyanonymous
e80a14ad50
Support wan2.2 5B fun control model. (#9611)
Use the Wan22FunControlToVideo node.
2025-08-28 22:13:07 -04:00
comfyanonymous
4aa79dbf2c
Adjust flux mem usage factor a bit. (#9588) 2025-08-27 23:08:17 -04:00
Gangin Park
3aad339b63
Add DPM++ 2M SDE Heun (RES) sampler (#9542) 2025-08-27 19:07:31 -04:00
comfyanonymous
491755325c
Better s2v memory estimation. (#9584) 2025-08-27 19:02:42 -04:00
comfyanonymous
496888fd68
Improve s2v performance when generating videos longer than 120 frames. (#9582) 2025-08-27 16:06:40 -04:00
comfyanonymous
b5ac6ed7ce
Fixes to make controlnet type models work on qwen edit and kontext. (#9581) 2025-08-27 15:26:28 -04:00
Kohaku-Blueleaf
b20ba1f27c
Fix #9537 (#9576) 2025-08-27 12:45:02 -04:00
comfyanonymous
88aee596a3
WIP Wan 2.2 S2V model. (#9568) 2025-08-27 01:10:34 -04:00
doctorpangloss
1b7d04b2e7 Add types for PreviewImageWithMetadataMessage 2025-08-26 17:19:46 -07:00
doctorpangloss
726804ca63 Improve the way the execution context is initialized 2025-08-26 16:55:41 -07:00
doctorpangloss
479e20d233 Fix attention dispatch bug 2025-08-26 16:40:45 -07:00
doctorpangloss
173b1ce0ae Add support for intuitive progress notifications when using comfyui as a library 2025-08-26 16:31:39 -07:00
doctorpangloss
35d890eafe fix logging in extra_config 2025-08-26 15:11:49 -07:00
doctorpangloss
1e938f5feb fix sdpa priorities 2025-08-26 14:33:00 -07:00
doctorpangloss
306fcbaa0e audio_encoders now a package correctly, make imports relative 2025-08-26 14:12:40 -07:00
doctorpangloss
752caf013c fix model upscaler, fix list iteration linting issue, fix samplers 2025-08-26 14:09:07 -07:00
doctorpangloss
443bb45eaf Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-08-26 13:59:45 -07:00
comfyanonymous
914c2a2973
Implement wav2vec2 as an audio encoder model. (#9549)
This is useless on its own but there are multiple models that use it.
2025-08-25 23:26:47 -04:00
comfyanonymous
41048c69b4
Fix Conditioning masks on 3d latents. (#9506) 2025-08-22 23:15:44 -04:00
Jedrzej Kosinski
fc247150fe
Implement EasyCache and Invent LazyCache (#9496)
* Attempting a universal implementation of EasyCache, starting with flux as test; I screwed up the math a bit, but when I set it just right it works.

* Fixed math to make threshold work as expected, refactored code to use EasyCacheHolder instead of a dict wrapped by object

* Use sigmas from transformer_options instead of timesteps to be compatible with a greater amount of models, make end_percent work

* Make log statement when not skipping useful, preparing for per-cond caching

* Added DIFFUSION_MODEL wrapper around forward function for wan model

* Add subsampling for heuristic inputs

* Add subsampling to output_prev (output_prev_subsampled now)

* Properly consider conds in EasyCache logic

* Created SuperEasyCache to test what happens if caching and reuse is moved outside the scope of conds, added PREDICT_NOISE wrapper to facilitate this test

* Change max reuse_threshold to 3.0

* Mark EasyCache/SuperEasyCache as experimental (beta)

* Make Lumina2 compatible with EasyCache

* Add EasyCache support for Qwen Image

* Fix missing comma, curse you Cursor

* Add EasyCache support to AceStep

* Add EasyCache support to Chroma

* Added EasyCache support to Cosmos Predict t2i

* Make EasyCache not crash with Cosmos Predict ImagToVideo latents, but does not work well at all

* Add EasyCache support to hidream

* Added EasyCache support to hunyuan video

* Added EasyCache support to hunyuan3d

* Added EasyCache support to LTXV (not very good, but does not crash)

* Implemented EasyCache for aura_flow

* Renamed SuperEasyCache to LazyCache, hardcoded subsample_factor to 8 on nodes

* Eatra logging when verbose is true for EasyCache
2025-08-22 22:41:08 -04:00
doctorpangloss
9fcc597e1f Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-08-22 18:29:55 -07:00
doctorpangloss
e84bf5f025 Fix downloads and tests on Linux 2025-08-22 18:29:12 -07:00
doctorpangloss
7ce781b0fd Fix torch compile 2025-08-22 17:43:12 -07:00
doctorpangloss
735a133ad4 Update to 0.3.51 2025-08-22 17:29:18 -07:00
contentis
fe31ad0276
Add elementwise fusions (#9495)
* Add elementwise fusions

* Add addcmul pattern to Qwen
2025-08-22 19:39:15 -04:00
doctorpangloss
dfc47e0611 Merge branch 'master' of github.com:comfyanonymous/ComfyUI 2025-08-22 13:24:52 -07:00
comfyanonymous
ff57793659
Support InstantX Qwen controlnet. (#9488) 2025-08-22 00:53:11 -04:00
comfyanonymous
f7bd5e58dd
Make it easier to implement future qwen controlnets. (#9485) 2025-08-21 23:18:04 -04:00
comfyanonymous
0963493a9c
Support for Qwen Diffsynth Controlnets canny and depth. (#9465)
These are not real controlnets but actually a patch on the model so they
will be treated as such.

Put them in the models/model_patches/ folder.

Use the new ModelPatchLoader and QwenImageDiffsynthControlnet nodes.
2025-08-20 22:26:37 -04:00
comfyanonymous
8d38ea3bbf
Fix bf16 precision issue with qwen image embeddings. (#9441) 2025-08-20 02:58:54 -04:00
comfyanonymous
5a8f502db5
Disable prompt weights for qwen. (#9438) 2025-08-20 01:08:11 -04:00