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348 Commits

Author SHA1 Message Date
comfyanonymous
d3234c0f03 Fix mistake in last commit. (#8496) 
* Move to right place.
 2025-06-11 15:13:29 -04:00
comfyanonymous
f129ecabe4 Fix black images on some flux models in fp16. (#8495) 2025-06-11 15:09:11 -04:00
comfyanonymous
89e7bb5ed7 Let chroma TE work on regular flux. (#8429) 2025-06-05 10:07:17 -04:00
drhead
8df3a20b94 use fused multiply-add pointwise ops in chroma (#8279) 2025-05-30 18:09:54 -04:00
comfyanonymous
7993fa042d Not really tested WAN Phantom Support. (#8321) 2025-05-28 23:46:15 -04:00
comfyanonymous
b489f7a89c Better error if sageattention is installed but a dependency is missing. (#8264) 2025-05-24 06:43:12 -04:00
drhead
53eec378fc create arange on-device (#8255) 2025-05-23 16:15:06 -04:00
comfyanonymous
6f899f8aa7 Make VACE conditionings stackable. (#8240) 2025-05-22 19:22:26 -04:00
comfyanonymous
5168070fe6 Revert "This doesn't seem to be needed on chroma. (#8209)" (#8210) 
This reverts commit 121fceb8eebcfcaa0d4d0ee5aab3211019ac2ebe.
 2025-05-20 05:39:55 -04:00
comfyanonymous
121fceb8ee This doesn't seem to be needed on chroma. (#8209) 2025-05-20 05:29:23 -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
b23a35bfe8 Fix torch warning about deprecated function. (#8075) 
Drop support for torch versions below 2.2 on the audio VAEs.
 2025-05-12 14:32:01 -04:00
blepping
2d78e7c0af Use normal ComfyUI attention in ACE-Steps model (#8023) 
* Use normal ComfyUI attention in ACE-Steps model

* Let optimized_attention handle output reshape for ACE
 2025-05-09 13:51:02 -04:00
comfyanonymous
0f870160a0 Make torchaudio not a hard requirement. (#7987) 
Some platforms can't install it apparently so if it's not there it should
only break models that actually use it.
 2025-05-07 21:37:12 -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
be030ee964 Change lumina to native RMSNorm. (#7935) 2025-05-04 06:39:23 -04:00
comfyanonymous
76f8667328 Change cosmos and hydit models to use the native RMSNorm. (#7934) 2025-05-04 06:26:20 -04:00
comfyanonymous
cbc01ac278 Switch mochi and wan modes to use pytorch RMSNorm. (#7925) 
* Switch genmo model to native RMSNorm.

* Switch WAN to native RMSNorm.
 2025-05-03 19:07:55 -04:00
comfyanonymous
58c07d0def Switch ltxv to use the pytorch RMSNorm. (#7897) 2025-05-01 06:33:42 -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
554a681864 Better vace memory estimation. (#7875) 2025-04-29 20:42:00 -04:00
comfyanonymous
87ca14eb5e Support HiDream E1 model. (#7857) 2025-04-28 15:01:15 -04:00
comfyanonymous
5f31968bed Fix issue with WAN VACE implementation. (#7724) 2025-04-21 23:36:12 -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
b16e60eafd Set default context_img_len to 257 2025-04-17 12:42:34 -04:00
comfyanonymous
9601e9e909 Support loading WAN FLF model. 2025-04-17 12:04:48 -04:00
comfyanonymous
89aec08623 Don't hardcode length of context_img in wan code. 2025-04-17 06:25:39 -04:00
comfyanonymous
7223e38263 Make hidream work with any latent resolution. 2025-04-16 18:34:14 -04:00
comfyanonymous
5ea8378fc6 Reuse code from flux model. 2025-04-16 17:43:55 -04:00
comfyanonymous
720a954e00 Basic support for hidream i1 model. 2025-04-15 17:35:05 -04:00
comfyanonymous
04d5cdb6a2 add RMSNorm to comfy.ops 2025-04-14 18:00:33 -04:00
Raphael Walker
3b53953e66 Add activations_shape info in UNet models (#7482) 
* Add activations_shape info in UNet models

* activations_shape should be a list
 2025-04-04 21:27:54 -04:00
comfyanonymous
f12158c8b0 Fallback to pytorch attention if sage attention fails. 2025-03-22 15:45:56 -04:00
comfyanonymous
a3c96c7cf6 Fix orientation of hunyuan 3d model. 2025-03-19 19:55:24 -04:00
comfyanonymous
2f17e6734c Initial Hunyuan3Dv2 implementation. 
Supports the multiview, mini, turbo models and VAEs.
 2025-03-19 16:52:58 -04:00
comfyanonymous
35324c6a52 Allow disabling pe in flux code for some other models. 2025-03-18 05:09:25 -04:00
comfyanonymous
7761e410ec Cleanup code. 2025-03-16 06:29:12 -04:00
comfyanonymous
46c332a93f Remove useless code. 2025-03-14 18:10:37 -04:00
comfyanonymous
95649bd3bb Make the SkipLayerGuidanceDIT node work on WAN. 2025-03-14 10:55:19 -04:00
FeepingCreature
1434c8d833 Tolerate missing @torch.library.custom_op (#7234) 
This can happen on Pytorch versions older than 2.4.
 2025-03-14 09:51:26 -04:00
FeepingCreature
d466fbcae5 Add --use-flash-attention flag. (#7223) 
* Add --use-flash-attention flag.
This is useful on AMD systems, as FA builds are still 10% faster than Pytorch cross-attention.
 2025-03-14 03:22:41 -04:00
comfyanonymous
1c6f208a45 Fix issues with new hunyuan img2vid model and bumb version to v0.3.26 2025-03-09 05:07:22 -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
b1810e9ff6 Fix stable cascade VAE on some lowvram machines. 2025-03-08 20:24:04 -05:00
comfyanonymous
9be4ec2875 Fix lowvram issue with ltxv vae. 2025-03-05 05:26:08 -05:00
comfyanonymous
82e66b6bfe Support LTXV 0.9.5. 
Credits: Lightricks team.
 2025-03-05 00:13:49 -05:00