225a196dae
Feat: Add basic LoRA training support
...
For more details: https://github.com/Comfy-Org/rfcs/pull/26
2025-03-26 17:30:41 +08:00
8edc1f44c1
Support more float8 types.
2025-03-25 05:23:49 -04:00
e471c726e5
Fallback to pytorch attention if sage attention fails.
2025-03-22 15:45:56 -04:00
d9fa9d307f
Automatically set the right sampling type for lotus.
2025-03-21 14:19:37 -04:00
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
---------
Co-authored-by: comfyanonymous <121283862+comfyanonymous@users.noreply.github.com >
2025-03-21 14:04:15 -04:00
3872b43d4b
A few fixes for the hunyuan3d models.
2025-03-20 04:52:31 -04:00
32ca0805b7
Fix orientation of hunyuan 3d model.
2025-03-19 19:55:24 -04:00
11f1b41bab
Initial Hunyuan3Dv2 implementation.
...
Supports the multiview, mini, turbo models and VAEs.
2025-03-19 16:52:58 -04:00
3b19fc76e3
Allow disabling pe in flux code for some other models.
2025-03-18 05:09:25 -04:00
50614f1b79
Fix regression with clip vision.
2025-03-17 13:56:11 -04:00
6dc7b0bfe3
Add support for giant dinov2 image encoder.
2025-03-17 05:53:54 -04:00
e8e990d6b8
Cleanup code.
2025-03-16 06:29:12 -04:00
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
fd5297131f
Guard the edge cases of noise term in er_sde ( #7265 )
2025-03-16 06:02:25 -04:00
55a1b09ddc
Allow loading diffusion model files with the "Load Checkpoint" node.
2025-03-15 08:27:49 -04:00
3c3988df45
Show a better error message if the VAE is invalid.
2025-03-15 08:26:36 -04:00
a2448fc527
Remove useless code.
2025-03-14 18:10:37 -04:00
6a0daa79b6
Make the SkipLayerGuidanceDIT node work on WAN.
2025-03-14 10:55:19 -04:00
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
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
35504e2f93
Fix.
2025-03-13 15:03:18 -04:00
299436cfed
Print mac version.
2025-03-13 10:05:40 -04:00
9b6cd9b874
[NodeDef] Add documentation on multi_select input option ( #7212 )
2025-03-12 17:29:39 -04:00
3fc688aebd
Ensure the extra_args in dpmpp sde series ( #7204 )
2025-03-12 17:28:59 -04:00
01015bff16
Add er_sde sampler ( #7187 )
2025-03-12 02:42:37 -04:00
ca8efab79f
Support control loras on Wan.
2025-03-10 17:23:13 -04:00
9aac21f894
Fix issues with new hunyuan img2vid model and bumb version to v0.3.26
2025-03-09 05:07:22 -04:00
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
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
0952569493
Fix stable cascade VAE on some lowvram machines.
2025-03-08 20:24:04 -05:00
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
11b1f27cb1
Set WAN default compute dtype to fp16.
2025-03-07 04:52:36 -05:00
70e15fd743
No need for scale_input when fp8 matrix mult is disabled.
2025-03-07 04:49:20 -05:00
e1474150de
Support fp8_scaled diffusion models that don't use fp8 matrix mult.
2025-03-07 04:39:21 -05:00
e62d72e8ca
Typo in node_typing.py ( #7092 )
2025-03-06 15:24:04 -05:00
dfa36e6855
Fix some things breaking when embeddings fail to apply.
2025-03-06 13:31:55 -05:00
29a70ca101
Support HunyuanVideo image to video model.
2025-03-06 03:07:15 -05:00
0bef826a98
Support llava clip vision model.
2025-03-06 00:24:43 -05:00
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
5d84607bf3
Add type hint for FileLocator ( #6968 )
...
* Add type hint for FileLocator
* nit
2025-03-05 15:35:26 -05:00
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
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 >
---------
Co-authored-by: filtered <176114999+webfiltered@users.noreply.github.com >
2025-03-05 15:33:23 -05:00
369b079ff6
Fix lowvram issue with ltxv vae.
2025-03-05 05:26:08 -05:00
9c9a7f012a
Adjust ltxv memory factor.
2025-03-05 05:16:05 -05:00
93fedd92fe
Support LTXV 0.9.5.
...
Credits: Lightricks team.
2025-03-05 00:13:49 -05:00
65042f7d39
Make it easier to set a custom template for hunyuan video.
2025-03-04 09:26:05 -05:00
7c7c70c400
Refactor skyreels i2v code.
2025-03-04 00:15:45 -05:00
f86c724ef2
Temporal area composition.
...
New ConditioningSetAreaPercentageVideo node.
2025-03-03 06:50:31 -05:00
9af6320ec9
Make 2d area composition nodes work on video models.
2025-03-02 08:19:16 -05:00
4dc6709307
Rename argument in last commit and document the options.
2025-03-01 02:43:49 -05:00
