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1438 Commits

Author SHA1 Message Date
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

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Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com>
 2025-03-21 14:04:15 -04:00
comfyanonymous 3872b43d4b A few fixes for the hunyuan3d models. 2025-03-20 04:52:31 -04:00
comfyanonymous 32ca0805b7 Fix orientation of hunyuan 3d model. 2025-03-19 19:55:24 -04:00
comfyanonymous 11f1b41bab Initial Hunyuan3Dv2 implementation. 
Supports the multiview, mini, turbo models and VAEs.
 2025-03-19 16:52:58 -04:00
comfyanonymous 3b19fc76e3 Allow disabling pe in flux code for some other models. 2025-03-18 05:09:25 -04:00
comfyanonymous 50614f1b79 Fix regression with clip vision. 2025-03-17 13:56:11 -04:00
comfyanonymous 6dc7b0bfe3 Add support for giant dinov2 image encoder. 2025-03-17 05:53:54 -04:00
comfyanonymous e8e990d6b8 Cleanup code. 2025-03-16 06:29:12 -04:00
Jedrzej Kosinski 2e24a15905
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 fd5297131f
Guard the edge cases of noise term in er_sde (#7265) 2025-03-16 06:02:25 -04:00
comfyanonymous 55a1b09ddc Allow loading diffusion model files with the "Load Checkpoint" node. 2025-03-15 08:27:49 -04:00
comfyanonymous 3c3988df45 Show a better error message if the VAE is invalid. 2025-03-15 08:26:36 -04:00
comfyanonymous a2448fc527 Remove useless code. 2025-03-14 18:10:37 -04:00
comfyanonymous 6a0daa79b6 Make the SkipLayerGuidanceDIT node work on WAN. 2025-03-14 10:55:19 -04:00
FeepingCreature 9c98c6358b
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 7aceb9f91c
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 35504e2f93 Fix. 2025-03-13 15:03:18 -04:00
comfyanonymous 299436cfed Print mac version. 2025-03-13 10:05:40 -04:00
Chenlei Hu 9b6cd9b874
[NodeDef] Add documentation on multi_select input option (#7212) 2025-03-12 17:29:39 -04:00
chaObserv 3fc688aebd
Ensure the extra_args in dpmpp sde series (#7204) 2025-03-12 17:28:59 -04:00
chaObserv 01015bff16
Add er_sde sampler (#7187) 2025-03-12 02:42:37 -04:00
comfyanonymous ca8efab79f Support control loras on Wan. 2025-03-10 17:23:13 -04:00
comfyanonymous 9aac21f894 Fix issues with new hunyuan img2vid model and bumb version to v0.3.26 2025-03-09 05:07:22 -04:00
Jedrzej Kosinski 528d1b3563
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 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 0952569493 Fix stable cascade VAE on some lowvram machines. 2025-03-08 20:24:04 -05:00
comfyanonymous be4e760648 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 11b1f27cb1 Set WAN default compute dtype to fp16. 2025-03-07 04:52:36 -05:00
comfyanonymous 70e15fd743 No need for scale_input when fp8 matrix mult is disabled. 2025-03-07 04:49:20 -05:00
comfyanonymous e1474150de Support fp8_scaled diffusion models that don't use fp8 matrix mult. 2025-03-07 04:39:21 -05:00
JettHu e62d72e8ca
Typo in node_typing.py (#7092) 2025-03-06 15:24:04 -05:00
comfyanonymous dfa36e6855 Fix some things breaking when embeddings fail to apply. 2025-03-06 13:31:55 -05:00
comfyanonymous 29a70ca101 Support HunyuanVideo image to video model. 2025-03-06 03:07:15 -05:00
comfyanonymous 0bef826a98 Support llava clip vision model. 2025-03-06 00:24:43 -05:00
comfyanonymous 85ef295069 Make applying embeddings more efficient. 
Adding new tokens no longer makes a whole copy of the embeddings weight
which can be massive on certain models.
 2025-03-05 17:34:38 -05:00
Chenlei Hu 5d84607bf3
Add type hint for FileLocator (#6968) 
* Add type hint for FileLocator

* nit
 2025-03-05 15:35:26 -05:00
Silver c1909f350f
Better argument handling of front-end-root (#7043) 
* Better argument handling of front-end-root

Improves handling of front-end-root launch argument. Several instances where users have set it and ComfyUI launches as normal and completely disregards the launch arg which doesn't make sense. Better to indicate to user that something is incorrect.

* Removed unused import

There was no real reason to use "Optional" typing in ther front-end-root argument.
 2025-03-05 15:34:22 -05:00
Chenlei Hu 52b3469606
[NodeDef] Explicitly add control_after_generate to seed/noise_seed (#7059) 
* [NodeDef] Explicitly add control_after_generate to seed/noise_seed

* Update comfy/comfy_types/node_typing.py

Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com>

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Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com>
 2025-03-05 15:33:23 -05:00
comfyanonymous 369b079ff6 Fix lowvram issue with ltxv vae. 2025-03-05 05:26:08 -05:00
comfyanonymous 9c9a7f012a Adjust ltxv memory factor. 2025-03-05 05:16:05 -05:00
comfyanonymous 93fedd92fe Support LTXV 0.9.5. 
Credits: Lightricks team.
 2025-03-05 00:13:49 -05:00
comfyanonymous 65042f7d39 Make it easier to set a custom template for hunyuan video. 2025-03-04 09:26:05 -05:00
comfyanonymous 7c7c70c400 Refactor skyreels i2v code. 2025-03-04 00:15:45 -05:00
comfyanonymous f86c724ef2 Temporal area composition. 
New ConditioningSetAreaPercentageVideo node.
 2025-03-03 06:50:31 -05:00
comfyanonymous 9af6320ec9 Make 2d area composition nodes work on video models. 2025-03-02 08:19:16 -05:00
comfyanonymous 4dc6709307 Rename argument in last commit and document the options. 2025-03-01 02:43:49 -05:00
Chenlei Hu 4d55f16ae8
Use enum list for --fast options (#7024) 2025-03-01 02:37:35 -05:00
comfyanonymous cf0b549d48 --fast now takes a number as argument to indicate how fast you want it. 
The idea is that you can indicate how much quality vs speed you want.

At the moment:

--fast 2 enables fp16 accumulation if your pytorch supports it.
--fast 5 enables fp8 matrix mult on fp8 models and the optimization above.

--fast without a number enables all optimizations.
 2025-02-28 02:48:20 -05:00
comfyanonymous eb4543474b Use fp16 for intermediate for fp8 weights with --fast if supported. 2025-02-28 02:17:50 -05:00
comfyanonymous 1804397952 Use fp16 if checkpoint weights are fp16 and the model supports it. 2025-02-27 16:39:57 -05:00