145 Commits

Author SHA1 Message Date
comfyanonymous
1ee7923763 Fix memory estimation bug with kontext. (#8709) 2025-06-27 17:21:12 -04:00
comfyanonymous
542df95f7f Support Flux Kontext Dev model. (#8679) 2025-06-26 11:28:41 -04:00
comfyanonymous
d188c67a3a Omnigen2 model implementation. (#8669) 2025-06-25 19:35:57 -04:00
comfyanonymous
5a2c0d8eeb 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
1d53dcc39e Support Cosmos predict2 image to video models. (#8535)
Use the CosmosPredict2ImageToVideoLatent node.
2025-06-14 21:37:07 -04:00
comfyanonymous
7cfe43744c Basic initial support for cosmos predict2 text to image 2B and 14B models. (#8517) 2025-06-13 07:05:23 -04:00
comfyanonymous
920d5c33c5 Make the casting in lists the same as regular inputs. (#8373) 2025-06-01 05:39:54 -04:00
comfyanonymous
c4dca44eb3 Make it easier to pass lists of tensors to models. (#8358) 2025-05-31 20:00:20 -04:00
comfyanonymous
7993fa042d Not really tested WAN Phantom Support. (#8321) 2025-05-28 23:46:15 -04:00
comfyanonymous
026cbeb1d8 Memory estimation code can now take into account conds. (#8307) 2025-05-27 15:09:05 -04:00
comfyanonymous
6f899f8aa7 Make VACE conditionings stackable. (#8240) 2025-05-22 19:22:26 -04:00
George0726
ed547131dd 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
7af90cc4c8 Hunyuan Custom initial untested implementation. (#8101) 2025-05-13 15:53:47 -04:00
comfyanonymous
cc148f6353 Experimental lyrics strength for ACE. (#7984) 2025-05-07 19:22:07 -04:00
comfyanonymous
3533c630dd Initial ACE-Step model implementation. (#7972) 2025-05-07 08:33:34 -04:00
comfyanonymous
6f3d3279f5 Change chroma to use Flux shift. (#7961) 2025-05-06 09:00:01 -04:00
comfyanonymous
bedb911371 Cleanup chroma PR. 2025-04-30 20:57:30 -04:00
Silver
0a476dd474 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
87ca14eb5e Support HiDream E1 model. (#7857) 2025-04-28 15:01:15 -04:00
comfyanonymous
8f8fa157a4 Add strength control for vace. (#7717) 2025-04-21 19:36:20 -04:00
comfyanonymous
e3c1b181a2 Support for WAN VACE preview model. (#7711)
* Support for WAN VACE preview model.

* Remove print.
2025-04-21 14:40:29 -04:00
comfyanonymous
720a954e00 Basic support for hidream i1 model. 2025-04-15 17:35:05 -04:00
comfyanonymous
c32dd8bce5 Remove useless code. 2025-03-29 20:12:56 -04:00
comfyanonymous
beab5d686d Don't error if wan concat image has extra channels. 2025-03-28 08:49:29 -04:00
comfyanonymous
85a32a621d Add WanFunInpaintToVideo node for the Wan fun inpaint models. 2025-03-27 11:13:27 -04:00
comfyanonymous
368daba9c7 Support the WAN 2.1 fun control models.
Use the new WanFunControlToVideo node.
2025-03-26 19:54:54 -04:00
comfyanonymous
07e9574b4b Automatically set the right sampling type for lotus. 2025-03-21 14:19:37 -04:00
thot experiment
337c6bcd15 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
2f17e6734c Initial Hunyuan3Dv2 implementation.
Supports the multiview, mini, turbo models and VAEs.
2025-03-19 16:52:58 -04:00
comfyanonymous
81179b3401 Support control loras on Wan. 2025-03-10 17:23:13 -04:00
comfyanonymous
bebc72d093 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
db1091bd45 Support fp8_scaled diffusion models that don't use fp8 matrix mult. 2025-03-07 04:39:21 -05:00
comfyanonymous
8e2c6489fe Support HunyuanVideo image to video model. 2025-03-06 03:07:15 -05:00
comfyanonymous
82e66b6bfe Support LTXV 0.9.5.
Credits: Lightricks team.
2025-03-05 00:13:49 -05:00
comfyanonymous
cd2c3f4935 Refactor skyreels i2v code. 2025-03-04 00:15:45 -05:00
comfyanonymous
a9afb34b7b Slightly better wan i2v mask implementation. 2025-02-26 03:49:50 -05:00
comfyanonymous
94053d2ab3 WIP support for Wan I2V model. 2025-02-26 01:49:43 -05:00
comfyanonymous
3c67f6155a WIP support for Wan t2v model. 2025-02-25 17:20:35 -05:00
Jukka Seppänen
0b5852ed5d Support loading and using SkyReels-V1-Hunyuan-I2V (#6862)
* Support SkyReels-V1-Hunyuan-I2V

* VAE scaling

* Fix T2V

oops

* Proper latent scaling
2025-02-18 17:06:54 -05:00
comfyanonymous
c80b2a425c Remove useless function. 2025-02-09 07:02:57 -05:00
comfyanonymous
e03a640306 Support Lumina 2 model. 2025-02-04 04:16:30 -05:00
comfyanonymous
eb64454c08 Add FluxDisableGuidance node to disable using the guidance embed. 2025-01-20 14:50:24 -05:00
comfyanonymous
71281dcc56 Cleanup old TODO. 2025-01-20 03:44:13 -05:00
comfyanonymous
f19e3ec763 Implement Cosmos Image/Video to World (Video) diffusion models.
Use CosmosImageToVideoLatent to set the input image/video.
2025-01-14 05:14:10 -05:00
comfyanonymous
6d9f172aeb WIP support for Nvidia Cosmos 7B and 14B text to world (video) models. 2025-01-10 09:14:16 -05:00
comfyanonymous
014c90584e Fix and enforce no trailing whitespace. 2024-12-31 03:16:37 -05:00
comfyanonymous
1dc3f45101 Some fixes/cleanups to pixart code.
Commented out the masking related code because it is never used in this
implementation.
2024-12-20 17:10:52 -05:00
Chenlei Hu
917717a0a4 Replace print with logging (#6138)
* Replace print with logging

* nit

* nit

* nit

* nit

* nit

* nit
2024-12-20 16:24:55 -05:00
City
a3a893abeb Add PixArt model support (#6055)
* PixArt initial version

* PixArt Diffusers convert logic

* pos_emb and interpolation logic

* Reduce  duplicate code

* Formatting

* Use optimized attention

* Edit empty token logic

* Basic PixArt LoRA support

* Fix aspect ratio logic

* PixArtAlpha text encode with conds

* Use same detection key logic for PixArt diffusers
2024-12-20 15:25:00 -05:00
comfyanonymous
2b49852ca2 Basic Hunyuan Video model support. 2024-12-16 19:35:40 -05:00