Commit Graph

4362 Commits

Author SHA1 Message Date
Alexander Piskun
93948e3fc5
feat(api-nodes): enable Kling Omni O1 node (#11229) 2025-12-10 22:11:12 -08:00
Farshore
e711aaf1a7
Lower VAE loading requirements:Create a new branch for GPU memory calculations in qwen-image vae (#11199) 2025-12-10 22:02:26 -05:00
Johnpaul Chiwetelu
57ddb7fd13
Fix: filter hidden files from /internal/files endpoint (#11191) 2025-12-10 21:49:49 -05:00
comfyanonymous
17c92a9f28
Tweak Z Image memory estimation. (#11254) 2025-12-10 19:59:48 -05:00
Alexander Piskun
36357bbcc3
process the NodeV1 dict results correctly (#11237)
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2025-12-10 11:55:09 -08:00
Benjamin Lu
f668c2e3c9
bump comfyui-frontend-package to 1.34.8 (#11220)
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2025-12-09 22:27:07 -05:00
comfyanonymous
fc657f471a ComfyUI version v0.4.0
From now on ComfyUI will do version numbers a bit differently, every stable
off the master branch will increment the minor version. Anytime a fix needs
to be backported onto a stable version the patch version will be
incremented.

Example: We release v0.6.0 off the master branch then a day later a bug is
discovered and we decide to backport the fix onto the v0.6.0 stable, this
will be done in a separate branch in the main repository and this new
stable will be tagged v0.6.1
2025-12-09 18:26:49 -05:00
comfyanonymous
791e30ff50
Fix nan issue when quantizing fp16 tensor. (#11213)
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2025-12-09 17:03:21 -05:00
Jukka Seppänen
e2a800e7ef
Fix for HunyuanVideo1.5 meanflow distil (#11212) 2025-12-09 16:59:16 -05:00
rattus
9d252f3b70
ops: delete dead code (#11204)
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This became dead code in https://github.com/comfyanonymous/ComfyUI/pull/11069
2025-12-09 00:55:13 -05:00
Lodestone
b9fb542703
add chroma-radiance-x0 mode (#11197) 2025-12-08 23:33:29 -05:00
Christian Byrne
cabc4d351f
bump comfyui-frontend-package to 1.33.13 (patch) (#11200) 2025-12-08 23:22:02 -05:00
rattus
e136b6dbb0
dequantization offload accounting (fixes Flux2 OOMs - incl TEs) (#11171)
* make setattr safe for non existent attributes

Handle the case where the attribute doesnt exist by returning a static
sentinel (distinct from None). If the sentinel is passed in as the set
value, del the attr.

* Account for dequantization and type-casts in offload costs

When measuring the cost of offload, identify weights that need a type
change or dequantization and add the size of the conversion result
to the offload cost.

This is mutually exclusive with lowvram patches which already has
a large conservative estimate and wont overlap the dequant cost so\
dont double count.

* Set the compute type on CLIP MPs

So that the loader can know the size of weights for dequant accounting.
2025-12-08 23:21:31 -05:00
comfyanonymous
d50f342c90
Fix potential issue. (#11201) 2025-12-08 23:20:04 -05:00
comfyanonymous
3b0368aa34
Fix regression. (#11194) 2025-12-08 17:38:36 -05:00
ComfyUI Wiki
935493f6c1
chore: update workflow templates to v0.7.54 (#11192)
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2025-12-08 15:18:53 -05:00
rattus
60ee574748
retune lowVramPatch VRAM accounting (#11173)
In the lowvram case, this now does its math in the model dtype in the
post de-quantization domain. Account for that. The patching was also
put back on the compute stream getting it off-peak so relax the
MATH_FACTOR to only x2 so get out of the worst-case assumption of
everything peaking at once.
2025-12-08 15:18:06 -05:00
dxqb
8e889c535d
Support "transformer." LoRA prefix for Z-Image (#11135) 2025-12-08 15:17:26 -05:00
Alexander Piskun
fd271dedfd
[API Nodes] add support for seedance-1-0-pro-fast model (#10947)
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* feat(api-nodes): add support for seedance-1-0-pro-fast model

* feat(api-nodes): add support for seedream-4.5 model
2025-12-08 01:33:46 -08:00
Alexander Piskun
c3c6313fc7
Added "system_prompt" input to Gemini nodes (#11177) 2025-12-08 01:28:17 -08:00
Alexander Piskun
85c4b4ae26
chore: replace imports of deprecated V1 classes (#11127) 2025-12-08 01:27:02 -08:00
ComfyUI Wiki
058f084371
Update workflow templates to v0.7.51 (#11150)
* chore: update workflow templates to v0.7.50

* Update template to 0.7.51
2025-12-08 01:22:51 -08:00
Alexander Piskun
ec7f65187d
chore(comfy_api): replace absolute imports with relative (#11145) 2025-12-08 01:21:41 -08:00
comfyanonymous
56fa7dbe38
Properly load the newbie diffusion model. (#11172)
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There is still one of the text encoders missing and I didn't actually test it.
2025-12-07 07:44:55 -05:00
comfyanonymous
329480da5a
Fix qwen scaled fp8 not working with kandinsky. Make basic t2i wf work. (#11162)
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2025-12-06 17:50:10 -08:00
rattus
4086acf3c2
Fix on-load VRAM OOM (#11144)
slow down the CPU on model load to not run ahead. This fixes a VRAM on
flux 2 load.

I went to try and debug this with the memory trace pickles, which needs
--disable-cuda-malloc which made the bug go away. So I tried this
synchronize and it worked.

The has some very complex interactions with the cuda malloc async and
I dont have solid theory on this one yet.

Still debugging but this gets us over the OOM for the moment.
2025-12-06 18:42:09 -05:00
comfyanonymous
50ca97e776
Speed up lora compute and lower memory usage by doing it in fp16. (#11161) 2025-12-06 18:36:20 -05:00
Jukka Seppänen
7ac7d69d94
Fix EmptyAudio node input types (#11149)
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2025-12-06 10:09:44 -08:00
Alexander Piskun
76f18e955d
marked all Pika API nodes a deprecated (#11146)
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2025-12-06 03:28:08 -08:00
comfyanonymous
d7a0aef650
Set OCL_SET_SVM_SIZE on AMD. (#11139) 2025-12-06 00:15:21 -05:00
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
comfyanonymous
ae676ed105
Fix regression. (#11137) 2025-12-05 23:01:19 -05:00
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
Dr.Lt.Data
bed12674a1
docs: add ComfyUI-Manager documentation and update to v4.0.3b4 (#11133)
- Add manager setup instructions and command line options to README
- Document --enable-manager, --enable-manager-legacy-ui, and
  --disable-manager-ui flags
- Bump comfyui_manager version from 4.0.3b3 to 4.0.3b4
2025-12-05 15:45:38 -08:00
comfyanonymous
092ee8a500
Fix some custom nodes. (#11134) 2025-12-05 18:25:31 -05:00
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
comfyanonymous
6fd463aec9
Fix regression when text encoder loaded directly on GPU. (#11129) 2025-12-05 15:33:16 -05:00
comfyanonymous
43071e3de3
Make old scaled fp8 format use the new mixed quant ops system. (#11000) 2025-12-05 14:35:42 -05:00
Jedrzej Kosinski
0ec05b1481
Remove line made unnecessary (and wrong) after transformer_options was added to NextDiT's _forward definition (#11118) 2025-12-05 14:05:38 -05:00
comfyanonymous
35fa091340
Forgot to put this in README. (#11112)
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2025-12-04 22:52:09 -05:00
Alexander Piskun
3c8456223c
[API Nodes]: fixes and refactor (#11104)
* chore(api-nodes): applied ruff's pyupgrade(python3.10) to api-nodes client's to folder

* chore(api-nodes): add validate_video_frame_count function from LTX PR

* chore(api-nodes): replace deprecated V1 imports

* fix(api-nodes): the types returned by the "poll_op" function are now correct.
2025-12-04 14:05:28 -08:00
rattus
9bc893c5bb
sd: bump HY1.5 VAE estimate (#11107)
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Im able to push vram above estimate on partial unload. Bump the
estimate. This is experimentally determined with a 720P and 480P
datapoint calibrating for 24GB VRAM total.
2025-12-04 09:50:36 -08:00
rattus
f4bdf5f830
sd: revise hy VAE VRAM (#11105)
This was recently collapsed down to rolling VAE through temporal. Clamp
The time dimension.
2025-12-04 09:50:04 -08:00
rattus
6be85c7920
mp: use look-ahead actuals for stream offload VRAM calculation (#11096)
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TIL that the WAN TE has a 2GB weight followed by 16MB as the next size
down. This means that team 8GB VRAM would fully offload the TE in async
offload mode as it just multiplied this giant size my the num streams.

Do the more complex logic of summing up the upcoming to-load weight
sizes to avoid triple counting this massive weight.

partial unload does the converse of recording the NS most recent
unloads as they go.
2025-12-03 23:28:44 -05:00
comfyanonymous
ea17add3c6
Fix case where text encoders where running on the CPU instead of GPU. (#11095) 2025-12-03 23:15:15 -05:00
comfyanonymous
ecdc8697d5
Qwen Image Lora training fix from #11090 (#11094)
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2025-12-03 22:49:28 -05:00
Alexander Piskun
dce518c2b4
convert nodes_audio.py to V3 schema (#10798) 2025-12-03 17:35:04 -08:00
Alexander Piskun
440268d394
convert nodes_load_3d.py to V3 schema (#10990) 2025-12-03 13:52:31 -08:00
Alexander Piskun
87c104bfc1
add support for "@image" reference format in Kling Omni API nodes (#11082)
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2025-12-03 08:55:44 -08:00