Commit Graph

383 Commits

Author SHA1 Message Date
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
7cd2c4bd6a Qwen rotary embeddings should now match reference code. (#9437) 2025-08-20 00:45:27 -04:00
comfyanonymous
ed43784b0d WIP Qwen edit model: The diffusion model part. (#9383) 2025-08-17 16:45:39 -04:00
comfyanonymous
0f2b8525bc Qwen image model refactor. (#9375) 2025-08-16 17:51:28 -04:00
comfyanonymous
1702e6df16 Implement wan2.2 camera model. (#9357)
Use the old WanCameraImageToVideo node.
2025-08-15 17:29:58 -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
ad19a069f6 Make SLG nodes work on Qwen Image model. (#9345) 2025-08-14 23:16:01 -04:00
comfyanonymous
9df8792d4b Make last PR not crash comfy on old pytorch. (#9324) 2025-08-13 15:12:41 -04:00
contentis
3da5a07510 SDPA backend priority (#9299) 2025-08-13 14:53:27 -04:00
comfyanonymous
560d38f34c Wan2.2 fun control support. (#9292) 2025-08-12 23:26:33 -04:00
comfyanonymous
d044a24398 Fix default shift and any latent size for qwen image model. (#9186) 2025-08-05 06:12:27 -04:00
comfyanonymous
c012400240 Initial support for qwen image model. (#9179) 2025-08-04 22:53:25 -04:00
comfyanonymous
1e638a140b Tiny wan vae optimizations. (#9136) 2025-08-01 05:25:38 -04:00
chaObserv
61b08d4ba6 Replace manual x * sigmoid(x) with torch silu in VAE nonlinearity (#9057) 2025-07-30 19:25:56 -04:00
comfyanonymous
da9dab7edd Small wan camera memory optimization. (#9111) 2025-07-30 05:55:26 -04:00
comfyanonymous
dca6bdd4fa Make wan2.2 5B i2v take a lot less memory. (#9102) 2025-07-29 19:44:18 -04:00
comfyanonymous
c60dc4177c Remove unecessary clones in the wan2.2 VAE. (#9083) 2025-07-28 14:48:19 -04:00
comfyanonymous
a88788dce6 Wan 2.2 support. (#9080) 2025-07-28 08:00:23 -04:00
comfyanonymous
0621d73a9c Remove useless code. (#9059) 2025-07-26 04:44:19 -04:00
comfyanonymous
e6e5d33b35 Remove useless code. (#9041)
This is only needed on old pytorch 2.0 and older.
2025-07-25 04:58:28 -04:00
Harel Cain
9bc2798f72 LTXV VAE decoder: switch default padding mode (#8930) 2025-07-16 13:54:38 -04:00
comfyanonymous
938d3e8216 Remove windows line endings. (#8866) 2025-07-11 02:37:51 -04:00
josephrocca
974254218a Un-hardcode chroma patch_size (#8840) 2025-07-08 15:56:59 -04:00
comfyanonymous
9093301a49 Don't add tiny bit of random noise when VAE encoding. (#8705)
Shouldn't change outputs but might make things a tiny bit more
deterministic.
2025-06-27 14:14:56 -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
f7fb193712 Small flux optimization. (#8611) 2025-06-20 05:37:32 -04:00
comfyanonymous
7e9267fa77 Make flux controlnet work with sd3 text enc. (#8599) 2025-06-19 18:50:05 -04:00
comfyanonymous
91d40086db Fix pytorch warning. (#8593) 2025-06-19 11:04:52 -04:00
comfyanonymous
7ea79ebb9d Add correct eps to ltxv rmsnorm. (#8542) 2025-06-15 12:21:25 -04:00
comfyanonymous
29596bd53f Small cosmos attention code refactor. (#8530) 2025-06-14 05:02:05 -04:00
Kohaku-Blueleaf
520eb77b72 LoRA Trainer: LoRA training node in weight adapter scheme (#8446) 2025-06-13 19:25:59 -04:00
comfyanonymous
c69af655aa Uncap cosmos predict2 res and fix mem estimation. (#8518) 2025-06-13 07:30:18 -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
8a4ff747bd Fix mistake in last commit. (#8496)
* Move to right place.
2025-06-11 15:13:29 -04:00
comfyanonymous
af1eb58be8 Fix black images on some flux models in fp16. (#8495) 2025-06-11 15:09:11 -04:00
comfyanonymous
4248b1618f Let chroma TE work on regular flux. (#8429) 2025-06-05 10:07:17 -04:00
drhead
08b7cc7506 use fused multiply-add pointwise ops in chroma (#8279) 2025-05-30 18:09:54 -04:00
comfyanonymous
5e5e46d40c Not really tested WAN Phantom Support. (#8321) 2025-05-28 23:46:15 -04:00
comfyanonymous
5a87757ef9 Better error if sageattention is installed but a dependency is missing. (#8264) 2025-05-24 06:43:12 -04:00
drhead
30b2eb8a93 create arange on-device (#8255) 2025-05-23 16:15:06 -04:00
comfyanonymous
f85c08df06 Make VACE conditionings stackable. (#8240) 2025-05-22 19:22:26 -04:00
comfyanonymous
87f9130778 Revert "This doesn't seem to be needed on chroma. (#8209)" (#8210)
This reverts commit 7e84bf5373.
2025-05-20 05:39:55 -04:00
comfyanonymous
7e84bf5373 This doesn't seem to be needed on chroma. (#8209) 2025-05-20 05:29:23 -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
640c47e7de 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
42da274717 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
fd08e39588 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