1456 Commits

Author SHA1 Message Date
chaObserv
c4116ffaea Add SEEDS (stage 2 & 3 DP) sampler (#7580)
* Add seeds stage 2 & 3 (DP) sampler

* Change the name to SEEDS in comment
2025-04-12 18:36:08 -04:00
catboxanon
2f65dfe6b0 Add CublasOps support (#7574)
* CublasOps support

* Guard CublasOps behind --fast arg
2025-04-12 18:29:15 -04:00
Chargeuk
1b28367616 Dependency Aware Node Caching for low RAM/VRAM machines (#7509)
* add dependency aware cache that removed a cached node as soon as all of its decendents have executed. This allows users with lower RAM to run workflows they would otherwise not be able to run. The downside is that every workflow will fully run each time even if no nodes have changed.

* remove test code

* tidy code
2025-04-11 06:55:51 -04:00
Chenlei Hu
a8fd307f35 Deprecate InputTypeOptions.defaultInput (#7551)
* Deprecate InputTypeOptions.defaultInput

* nit

* nit
2025-04-10 06:57:06 -04:00
Jedrzej Kosinski
6227fc9edf Add prepare_sampling wrapper allowing custom nodes to more accurately report noise_shape (#7500) 2025-04-09 09:43:35 -04:00
comfyanonymous
f23079e949 Support the wan fun reward loras. 2025-04-07 05:01:47 -04:00
comfyanonymous
2f866528dc Support 512 siglip model. 2025-04-05 07:01:01 -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
522761c65d Disable partial offloading of audio VAE. 2025-04-04 21:24:56 -04:00
BiologicalExplosion
933ba105ff MLU memory optimization (#7470)
Co-authored-by: huzhan <huzhan@cambricon.com>
2025-04-02 19:24:04 -04:00
BVH
d7ab5c10ce Add option to store TE in bf16 (#7461) 2025-04-01 13:48:53 -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
0097c4d380 Support more float8 types. 2025-03-25 05:23:49 -04:00
comfyanonymous
f12158c8b0 Fallback to pytorch attention if sage attention fails. 2025-03-22 15:45:56 -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
5100ca7361 A few fixes for the hunyuan3d models. 2025-03-20 04:52:31 -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
fd7a7c66e8 Fix regression with clip vision. 2025-03-17 13:56:11 -04:00
comfyanonymous
69c6ac42da Add support for giant dinov2 image encoder. 2025-03-17 05:53:54 -04:00
comfyanonymous
7761e410ec Cleanup code. 2025-03-16 06:29:12 -04:00
Jedrzej Kosinski
b7246311db Call unpatch_hooks at the start of ModelPatcher.partially_unload (#7253)
* Call unpatch_hooks at the start of ModelPatcher.partially_unload

* Only call unpatch_hooks in partially_unload if lowvram is possible
2025-03-16 06:02:45 -04:00
chaObserv
193e847c21 Guard the edge cases of noise term in er_sde (#7265) 2025-03-16 06:02:25 -04:00
comfyanonymous
83d3e0cce5 Allow loading diffusion model files with the "Load Checkpoint" node. 2025-03-15 08:27:49 -04:00
comfyanonymous
3f02ca182d Show a better error message if the VAE is invalid. 2025-03-15 08:26:36 -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
8a845e4e3e Fix. 2025-03-13 15:03:18 -04:00
comfyanonymous
7385b43e8e Print mac version. 2025-03-13 10:05:40 -04:00
Chenlei Hu
6aac29ba5f [NodeDef] Add documentation on multi_select input option (#7212) 2025-03-12 17:29:39 -04:00
chaObserv
bca2fadabc Ensure the extra_args in dpmpp sde series (#7204) 2025-03-12 17:28:59 -04:00
chaObserv
2e11c2bf43 Add er_sde sampler (#7187) 2025-03-12 02:42:37 -04:00
comfyanonymous
81179b3401 Support control loras on Wan. 2025-03-10 17:23:13 -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
Jedrzej Kosinski
707bbf54f0 When cached_hook_patches contain weights for hooks, only use hook_backup for unused keys (#7067) 2025-03-09 04:26:31 -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
46b766bc49 Add an image_interleave option to the Hunyuan image to video encode node.
See the tooltip for what it does.
2025-03-07 19:56:26 -05:00
comfyanonymous
77b03b6251 Set WAN default compute dtype to fp16. 2025-03-07 04:52:36 -05:00
comfyanonymous
fba66ad3a1 No need for scale_input when fp8 matrix mult is disabled. 2025-03-07 04:49:20 -05:00
comfyanonymous
db1091bd45 Support fp8_scaled diffusion models that don't use fp8 matrix mult. 2025-03-07 04:39:21 -05:00
JettHu
81065e5950 Typo in node_typing.py (#7092) 2025-03-06 15:24:04 -05:00
comfyanonymous
3951cded84 Fix some things breaking when embeddings fail to apply. 2025-03-06 13:31:55 -05:00