Jedrzej Kosinski
1929d8b032
Change default crop option to "center" on Resize Image/Mask node
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2025-12-22 16:28:32 -08:00
Jedrzej Kosinski
a54faaa480
Merge branch 'master' into v3-improvements
2025-12-22 15:33:51 -08:00
comfyanonymous
33aa808713
Make denoised output on custom sampler nodes work with nested tensors. ( #11471 )
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2025-12-22 16:43:24 -05:00
comfyanonymous
91bf6b6aa3
Add node to create empty latents for qwen image layered model. ( #11460 )
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2025-12-21 19:59:40 -05:00
rattus
767ee30f21
ZImageFunControlNet: Fix mask concatenation in --gpu-only ( #11421 )
...
This operation trades in latents which in --gpu-only may be out of the GPU
The two VAE results will follow the --gpu-only defined behaviour so follow
the inpaint image device when calculating the mask in this path.
2025-12-20 00:22:17 -05:00
Jedrzej Kosinski
322e3d01ec
Add (and leave commented out) some potential logic nodes
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2025-12-19 19:58:34 -08:00
Jedrzej Kosinski
37e94ed583
Make primitive float's step make more sense
2025-12-19 19:58:10 -08:00
Jedrzej Kosinski
847c278790
Merge branch 'master' into v3-improvements
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2025-12-19 16:18:31 -08:00
comfyanonymous
894802b0f9
Add LatentCutToBatch node. ( #11411 )
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2025-12-18 22:21:40 -05:00
Jedrzej Kosinski
b4bc854398
Comment out test logic nodes
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2025-12-18 16:30:41 -08:00
Jedrzej Kosinski
e8d4074884
Add an AnyTypeTestNode
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2025-12-18 00:00:57 -08:00
Jedrzej Kosinski
0958579d99
Made DynamicCombo references in DCTestNode use public interface
2025-12-17 23:00:28 -08:00
Jedrzej Kosinski
fc93133a1b
Merge branch 'master' into v3-improvements
2025-12-17 22:54:50 -08:00
comfyanonymous
bf7dc63bd6
skip_load_model -> force_full_load ( #11390 )
...
This should be a bit more clear and less prone to potential breakage if the
logic of the load models changes a bit.
2025-12-17 23:29:32 -05:00
Jedrzej Kosinski
e517a6bf4c
Add Resize Image/Mask node that thanks to MatchType+DynamicCombo is 16-nodes-in-1
2025-12-17 19:35:06 -08:00
Kohaku-Blueleaf
86dbb89fc9
Resolution bucketing and Trainer implementation refactoring ( #11117 )
2025-12-17 22:15:27 -05:00
Jedrzej Kosinski
2eca887466
Temp test node for MatchType
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2025-12-17 15:00:31 -08:00
Jedrzej Kosinski
d764601f6e
Switch order of Switch and Soft Switch nodes in file
2025-12-17 13:37:19 -08:00
Jedrzej Kosinski
cb7d2456fc
Merge branch 'master' into v3-improvements
2025-12-17 13:13:08 -08:00
Jedrzej Kosinski
6630cd8135
Figured out Switch situation
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2025-12-16 21:55:20 -08:00
chaObserv
827bb1512b
Add exp_heun_2_x0 sampler series ( #11360 )
2025-12-16 23:35:43 -05:00
Jedrzej Kosinski
85a97cc5c8
Created a Switch2 node as a side-by-side test, will likely go with Switch2 as the initial switch node
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2025-12-15 23:20:46 -08:00
comfyanonymous
645ee1881e
Inpainting for z image fun control. Use the ZImageFunControlnet node. ( #11346 )
...
image -> control image ex: pose
inpaint_image -> image for inpainting
mask -> inpaint mask
2025-12-15 23:38:12 -05:00
Jedrzej Kosinski
f3c27d6892
Merge branch 'master' into v3-improvements
2025-12-15 19:57:08 -08:00
comfyanonymous
41bcf0619d
Add code to detect if a z image fun controlnet is broken or not. ( #11341 )
2025-12-15 20:51:06 -05:00
comfyanonymous
70541d4e77
Support the new qwen edit 2511 reference method. ( #11340 )
...
index_timestep_zero can be selected in the
FluxKontextMultiReferenceLatentMethod now with the display name set to the
more generic "Edit Model Reference Method" node.
2025-12-15 19:20:34 -05:00
comfyanonymous
5cb1e0c9a0
Disable guards on transformer_options when torch.compile ( #11317 )
2025-12-15 16:49:29 -05:00
Jedrzej Kosinski
90f17a27e1
Merge branch 'master' into v3-improvements
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2025-12-13 21:51:12 -08:00
chaObserv
6592bffc60
seeds_2: add phi_2 variant and sampler node ( #11309 )
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* Add phi_2 solver type to seeds_2
* Add sampler node of seeds_2
2025-12-14 00:03:29 -05:00
comfyanonymous
da2bfb5b0a
Basic implementation of z image fun control union 2.0 ( #11304 )
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The inpaint part is currently missing and will be implemented later.
I think they messed up this model pretty bad. They added some
control_noise_refiner blocks but don't actually use them. There is a typo
in their code so instead of doing control_noise_refiner -> control_layers
it runs the whole control_layers twice.
Unfortunately they trained with this typo so the model works but is kind
of slow and would probably perform a lot better if they corrected their
code and trained it again.
2025-12-13 01:39:11 -05:00
Jukka Seppänen
982876d59a
WanMove support ( #11247 )
2025-12-11 22:29:34 -05:00
Jedrzej Kosinski
43856bd49a
Merge remote-tracking branch 'origin/master' into v3-improvements
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2025-12-09 01:52:15 -08:00
Alexander Piskun
85c4b4ae26
chore: replace imports of deprecated V1 classes ( #11127 )
2025-12-08 01:27:02 -08:00
Jedrzej Kosinski
e2bc6301af
Merge branch 'master' into v3-improvements
2025-12-06 13:14:20 -08:00
Jukka Seppänen
7ac7d69d94
Fix EmptyAudio node input types ( #11149 )
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2025-12-06 10:09:44 -08:00
Alexander Piskun
913f86b727
[V3] convert nodes_mask.py to V3 schema ( #10669 )
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* convert nodes_mask.py to V3 schema
* set "Preview Mask" as display name for MaskPreview
2025-12-05 20:24:10 -08:00
Alexander Piskun
117bf3f2bd
convert nodes_freelunch.py to the V3 schema ( #10904 )
2025-12-05 20:22:02 -08:00
Jukka Seppänen
fd109325db
Kandinsky5 model support ( #10988 )
...
* Add Kandinsky5 model support
lite and pro T2V tested to work
* Update kandinsky5.py
* Fix fp8
* Fix fp8_scaled text encoder
* Add transformer_options for attention
* Code cleanup, optimizations, use fp32 for all layers originally at fp32
* ImageToVideo -node
* Fix I2V, add necessary latent post process nodes
* Support text to image model
* Support block replace patches (SLG mostly)
* Support official LoRAs
* Don't scale RoPE for lite model as that just doesn't work...
* Update supported_models.py
* Rever RoPE scaling to simpler one
* Fix typo
* Handle latent dim difference for image model in the VAE instead
* Add node to use different prompts for clip_l and qwen25_7b
* Reduce peak VRAM usage a bit
* Further reduce peak VRAM consumption by chunking ffn
* Update chunking
* Update memory_usage_factor
* Code cleanup, don't force the fp32 layers as it has minimal effect
* Allow for stronger changes with first frames normalization
Default values are too weak for any meaningful changes, these should probably be exposed as advanced node options when that's available.
* Add image model's own chat template, remove unused image2video template
* Remove hard error in ReplaceVideoLatentFrames -node
* Update kandinsky5.py
* Update supported_models.py
* Fix typos in prompt template
They were now fixed in the original repository as well
* Update ReplaceVideoLatentFrames
Add tooltips
Make source optional
Better handle negative index
* Rename NormalizeVideoLatentFrames -node
For bit better clarity what it does
* Fix NormalizeVideoLatentStart node out on non-op
2025-12-05 22:20:22 -05:00
Jedrzej Kosinski
f0e0a19216
Merge branch 'master' into v3-improvements
2025-12-05 13:47:09 -08:00
Jukka Seppänen
79d17ba233
Context windows fixes and features ( #10975 )
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* Apply cond slice fix
* Add FreeNoise
* Update context_windows.py
* Add option to retain condition by indexes for each window
This allows for example Wan/HunyuanVideo image to video to "work" by using the initial start frame for each window, otherwise windows beyond first will be pure T2V generations.
* Update context_windows.py
* Allow splitting multiple conds into different windows
* Add handling for audio_embed
* whitespace
* Allow freenoise to work on other dims, handle 4D batch timestep
Refactor Freenoise function. And fix batch handling as timesteps seem to be expanded to batch size now.
* Disable experimental options for now
So that the Freenoise and bugfixes can be merged first
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
Co-authored-by: ozbayb <17261091+ozbayb@users.noreply.github.com>
2025-12-05 12:42:46 -08:00
Jedrzej Kosinski
bdb2de3a8e
Merge branch 'master' into v3-improvements
2025-12-04 14:22:05 -08:00
comfyanonymous
ecdc8697d5
Qwen Image Lora training fix from #11090 ( #11094 )
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2025-12-03 22:49:28 -05:00
Jedrzej Kosinski
7637be3c16
Merge branch 'master' into v3-improvements
2025-12-03 18:51:04 -08:00
Alexander Piskun
dce518c2b4
convert nodes_audio.py to V3 schema ( #10798 )
2025-12-03 17:35:04 -08:00
Jedrzej Kosinski
3a40e08f8d
Added CustomCombo node in backend to reflect frontend node
2025-12-03 17:31:22 -08:00
Jedrzej Kosinski
23cd5bbe0e
Replace ... usage with a MISSING sentinel for clarity in nodes_logic.py
2025-12-03 16:04:27 -08:00
Jedrzej Kosinski
639cf870f9
Merge branch 'master' into v3-improvements
2025-12-03 13:58:36 -08:00
Alexander Piskun
440268d394
convert nodes_load_3d.py to V3 schema ( #10990 )
2025-12-03 13:52:31 -08:00
Jedrzej Kosinski
009e90a2cd
Make curr_prefix be a list of strings instead of string for easier parsing as keys get added to dynamic types
2025-12-03 00:28:50 -08:00
Jedrzej Kosinski
0b5d4023f7
Remove test validate_inputs function on test node
2025-12-03 00:01:23 -08:00
