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161 Commits

Author SHA1 Message Date
comfyanonymous
e80a14ad50 Support wan2.2 5B fun control model. (#9611) 
Use the Wan22FunControlToVideo node.
 2025-08-28 22:13:07 -04:00
comfyanonymous
491755325c Better s2v memory estimation. (#9584) 2025-08-27 19:02:42 -04:00
comfyanonymous
88aee596a3 WIP Wan 2.2 S2V model. (#9568) 2025-08-27 01:10:34 -04:00
comfyanonymous
4977f203fa P2 of qwen edit model. (#9412) 
* P2 of qwen edit model.

* Typo.

* Fix normal qwen.

* Fix.

* Make the TextEncodeQwenImageEdit also set the ref latent.

If you don't want it to set the ref latent and want to use the
ReferenceLatent node with your custom latent instead just disconnect the
VAE.
 2025-08-18 22:38:34 -04:00
comfyanonymous
ed43784b0d WIP Qwen edit model: The diffusion model part. (#9383) 2025-08-17 16:45:39 -04:00
comfyanonymous
c308a8840a Add FluxKontextMultiReferenceLatentMethod node. (#9356) 
This node is only useful if someone trains the kontext model to properly
use multiple reference images via the index method.

The default is the offset method which feeds the multiple images like if
they were stitched together as one. This method works with the current
flux kontext model.
 2025-08-15 15:50:39 -04:00
comfyanonymous
560d38f34c Wan2.2 fun control support. (#9292) 2025-08-12 23:26:33 -04:00
comfyanonymous
c012400240 Initial support for qwen image model. (#9179) 2025-08-04 22:53:25 -04:00
comfyanonymous
03895dea7c Fix another issue with the PR. (#9170) 2025-08-04 04:33:04 -04:00
comfyanonymous
84f9759424 Add some warnings and prevent crash when cond devices don't match. (#9169) 2025-08-04 04:20:12 -04:00
comfyanonymous
7991341e89 Various fixes for broken things from earlier PR. (#9168) 2025-08-04 04:02:40 -04:00
comfyanonymous
182f90b5ec Lower cond vram use by casting at the same time as device transfer. (#9159) 2025-08-04 03:11:53 -04:00
comfyanonymous
13aaa66ec2 Make sure context is on the right device. (#9154) 2025-08-02 15:09:23 -04:00
comfyanonymous
5f582a9757 Make sure all the conds are on the right device. (#9151) 2025-08-02 15:00:13 -04:00
comfyanonymous
dca6bdd4fa Make wan2.2 5B i2v take a lot less memory. (#9102) 2025-07-29 19:44:18 -04:00
comfyanonymous
a88788dce6 Wan 2.2 support. (#9080) 2025-07-28 08:00:23 -04:00
comfyanonymous
c36be0ea09 Fix memory estimation bug with kontext. (#8709) 2025-06-27 17:21:12 -04:00
comfyanonymous
ef5266b1c1 Support Flux Kontext Dev model. (#8679) 2025-06-26 11:28:41 -04:00
comfyanonymous
ec70ed6aea Omnigen2 model implementation. (#8669) 2025-06-25 19:35:57 -04:00
comfyanonymous
1883e70b43 Fix exception when using a noise mask with cosmos predict2. (#8621) 
* Fix exception when using a noise mask with cosmos predict2.

* Fix ruff.
 2025-06-21 03:30:39 -04:00
comfyanonymous
d6a2137fc3 Support Cosmos predict2 image to video models. (#8535) 
Use the CosmosPredict2ImageToVideoLatent node.
 2025-06-14 21:37:07 -04:00
comfyanonymous
251f54a2ad Basic initial support for cosmos predict2 text to image 2B and 14B models. (#8517) 2025-06-13 07:05:23 -04:00
comfyanonymous
fb4754624d Make the casting in lists the same as regular inputs. (#8373) 2025-06-01 05:39:54 -04:00
comfyanonymous
19e45e9b0e Make it easier to pass lists of tensors to models. (#8358) 2025-05-31 20:00:20 -04:00
comfyanonymous
5e5e46d40c Not really tested WAN Phantom Support. (#8321) 2025-05-28 23:46:15 -04:00
comfyanonymous
06c661004e Memory estimation code can now take into account conds. (#8307) 2025-05-27 15:09:05 -04:00
comfyanonymous
f85c08df06 Make VACE conditionings stackable. (#8240) 2025-05-22 19:22:26 -04:00
George0726
c820ef950d Add Wan-FUN Camera Control models and Add WanCameraImageToVideo node (#8013) 
* support wan camera models

* fix by ruff check

* change camera_condition type; make camera_condition optional

* support camera trajectory nodes

* fix camera direction

---------

Co-authored-by: Qirui Sun <sunqr0667@126.com>
 2025-05-15 19:00:43 -04:00
comfyanonymous
4a9014e201 Hunyuan Custom initial untested implementation. (#8101) 2025-05-13 15:53:47 -04:00
comfyanonymous
cc33cd3422 Experimental lyrics strength for ACE. (#7984) 2025-05-07 19:22:07 -04:00
comfyanonymous
16417b40d9 Initial ACE-Step model implementation. (#7972) 2025-05-07 08:33:34 -04:00
comfyanonymous
a4e679765e Change chroma to use Flux shift. (#7961) 2025-05-06 09:00:01 -04:00
comfyanonymous
08ff5fa08a Cleanup chroma PR. 2025-04-30 20:57:30 -04:00
Silver
4ca3d84277 Support for Chroma - Flux1 Schnell distilled with CFG (#7355) 
* Upload files for Chroma Implementation

* Remove trailing whitespace

* trim more trailing whitespace..oops

* remove unused imports

* Add supported_inference_dtypes

* Set min_length to 0 and remove attention_mask=True

* Set min_length to 1

* get_mdulations added from blepping and minor changes

* Add lora conversion if statement in lora.py

* Update supported_models.py

* update model_base.py

* add uptream commits

* set modelType.FLOW, will cause beta scheduler to work properly

* Adjust memory usage factor and remove unnecessary code

* fix mistake

* reduce code duplication

* remove unused imports

* refactor for upstream sync

* sync chroma-support with upstream via syncbranch patch

* Update sd.py

* Add Chroma as option for the OptimalStepsScheduler node
 2025-04-30 20:57:00 -04:00
comfyanonymous
83d04717b6 Support HiDream E1 model. (#7857) 2025-04-28 15:01:15 -04:00
comfyanonymous
5d0d4ee98a Add strength control for vace. (#7717) 2025-04-21 19:36:20 -04:00
comfyanonymous
ce22f687cc Support for WAN VACE preview model. (#7711) 
* Support for WAN VACE preview model.

* Remove print.
 2025-04-21 14:40:29 -04:00
comfyanonymous
9ad792f927 Basic support for hidream i1 model. 2025-04-15 17:35:05 -04:00
comfyanonymous
a3100c8452 Remove useless code. 2025-03-29 20:12:56 -04:00
comfyanonymous
2d17d8910c Don't error if wan concat image has extra channels. 2025-03-28 08:49:29 -04:00
comfyanonymous
0a1f8869c9 Add WanFunInpaintToVideo node for the Wan fun inpaint models. 2025-03-27 11:13:27 -04:00
comfyanonymous
3661c833bc Support the WAN 2.1 fun control models. 
Use the new WanFunControlToVideo node.
 2025-03-26 19:54:54 -04:00
comfyanonymous
d9fa9d307f Automatically set the right sampling type for lotus. 2025-03-21 14:19:37 -04:00
thot experiment
83e839a89b Native LotusD Implementation (#7125) 
* draft pass at a native comfy implementation of Lotus-D depth and normal est

* fix model_sampling kludges

* fix ruff

---------

Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
 2025-03-21 14:04:15 -04:00
comfyanonymous
11f1b41bab Initial Hunyuan3Dv2 implementation. 
Supports the multiview, mini, turbo models and VAEs.
 2025-03-19 16:52:58 -04:00
comfyanonymous
ca8efab79f Support control loras on Wan. 2025-03-10 17:23:13 -04:00
comfyanonymous
7395b0c0d1 Support new hunyuan video i2v model. 
Use the new "v2 (replace)" guidance type in HunyuanImageToVideo and set
image_interleave to 4 on the "Text Encode Hunyuan Video" node.
 2025-03-08 20:34:47 -05:00
comfyanonymous
e1474150de Support fp8_scaled diffusion models that don't use fp8 matrix mult. 2025-03-07 04:39:21 -05:00
comfyanonymous
29a70ca101 Support HunyuanVideo image to video model. 2025-03-06 03:07:15 -05:00
comfyanonymous
93fedd92fe Support LTXV 0.9.5. 
Credits: Lightricks team.
 2025-03-05 00:13:49 -05:00