Tavi Halperin
58017e8726
feat: add causal_fix parameter to add_keyframe_index and append_keyframe ( #12797 )
...
Allows explicit control over the causal_fix flag passed to
latent_to_pixel_coords. Defaults to frame_idx == 0 when not
specified, fixing the previous heuristic.
2026-03-05 16:51:20 -05:00
xeinherjer
dff0a4a158
Fix VAEDecodeAudioTiled ignoring tile_size input ( #12735 ) ( #12738 )
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2026-03-02 20:17:51 -05:00
Christian Byrne
d159142615
refactor: rename Mahiro CFG to Similarity-Adaptive Guidance ( #12172 )
...
* refactor: rename Mahiro CFG to Similarity-Adaptive Guidance
Rename the display name to better describe what the node does:
adaptively blends guidance based on cosine similarity between
positive and negative conditions.
Amp-Thread-ID: https://ampcode.com/threads/T-019c0d36-8b43-745f-b7b2-e35b53f17fa1
Co-authored-by: Amp <amp@ampcode.com>
* feat: add search aliases for old mahiro name
Amp-Thread-ID: https://ampcode.com/threads/T-019c0d36-8b43-745f-b7b2-e35b53f17fa1
* rename: Similarity-Adaptive Guidance → Positive-Biased Guidance (per reviewer)
- display_name changed to 'Positive-Biased Guidance' to avoid SAG acronym collision
- search_aliases expanded: mahiro, mahiro cfg, similarity-adaptive guidance, positive-biased cfg
- ruff format applied
---------
Co-authored-by: Amp <amp@ampcode.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-28 20:59:24 -08:00
rattus
5f41584e96
Disable dynamic_vram when weight hooks applied ( #12653 )
...
* sd: add support for clip model reconstruction
* nodes: SetClipHooks: Demote the dynamic model patcher
* mp: Make dynamic_disable more robust
The backup need to not be cloned. In addition add a delegate object
to ModelPatcherDynamic so that non-cloning code can do
ModelPatcherDynamic demotion
* sampler_helpers: Demote to non-dynamic model patcher when hooking
* code rabbit review comments
2026-02-28 16:50:18 -05:00
Jukka Seppänen
1f6744162f
feat: Support SCAIL WanVideo model ( #12614 )
2026-02-28 16:49:12 -05:00
Christian Byrne
80d49441e5
refactor: use AspectRatio enum members as ASPECT_RATIOS dict keys ( #12689 )
...
Amp-Thread-ID: https://ampcode.com/threads/T-019ca1cb-0150-7549-8b1b-6713060d3408
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-27 20:53:46 -08:00
comfyanonymous
94f1a1cc9d
Limit overlap in image tile and combine nodes to prevent issues. ( #12688 )
2026-02-27 20:16:24 -05:00
Yousef Rafat
7d444a4fcc
resolution logit
2026-02-27 22:22:07 +02:00
Christian Byrne
1f1ec377ce
feat: add ResolutionSelector node for aspect ratio and megapixel-based resolution calculation ( #12199 )
...
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Amp-Thread-ID: https://ampcode.com/threads/T-019c179e-cd8c-768f-ae66-207c7a53c01d
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-27 09:13:57 -08:00
pythongosssss
0a7f8e11b6
fix torch.cat requiring inputs to all be same dimensions ( #12673 )
2026-02-27 08:13:24 -08:00
Jukka Seppänen
c7f7d52b68
feat: Support SDPose-OOD ( #12661 )
2026-02-26 19:59:05 -05:00
pythongosssss
38ca94599f
pyopengl-accelerate can cause object to be numpy ints instead of bare ints, which the glDeleteTextures function does not accept, explicitly cast to int ( #12650 )
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2026-02-26 03:07:35 -08:00
Christian Byrne
74b5a337dc
fix: move essentials_category to correct replacement nodes ( #12568 )
...
Move essentials_category from deprecated/incorrect nodes to their replacements:
- ImageBatch → BatchImagesNode (ImageBatch is deprecated)
- Blur → removed (should use subgraph blueprint)
- GetVideoComponents → Video Slice
Amp-Thread-ID: https://ampcode.com/threads/T-019c8340-4da2-723b-a09f-83895c5bbda5
2026-02-26 01:00:32 -08:00
Tavi Halperin
a4522017c5
feat: per-guide attention strength control in self-attention ( #12518 )
...
Implements per-guide attention attenuation via log-space additive bias
in self-attention. Each guide reference tracks its own strength and
optional spatial mask in conditioning metadata (guide_attention_entries).
2026-02-26 01:25:23 -05:00
Jukka Seppänen
907e5dcbbf
initial FlowRVS support ( #12637 )
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2026-02-25 23:38:46 -05:00
Yousef Rafat
39270fdca9
removed unnecessary code + optimizations + progres
2026-02-25 23:54:03 +02:00
Yousef Rafat
f31c2e1d1d
vae shape decode fixes
2026-02-25 04:26:33 +02:00
rattus
3ebe1ac22e
Disable dynamic_vram when using torch compiler ( #12612 )
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* mp: attach re-construction arguments to model patcher
When making a model-patcher from a unet or ckpt, attach a callable
function that can be called to replay the model construction. This
can be used to deep clone model patcher WRT the actual model.
Originally written by Kosinkadink
f4b99bc623
* mp: Add disable_dynamic clone argument
Add a clone argument that lets a caller clone a ModelPatcher but disable
dynamic to demote the clone to regular MP. This is useful for legacy
features where dynamic_vram support is missing or TBD.
* torch_compile: disable dynamic_vram
This is a bigger feature. Disable for the interim to preserve
functionality.
2026-02-24 19:13:46 -05:00
Yousef Rafat
a2c8a7aab5
.
2026-02-24 14:53:54 +02:00
comfyanonymous
9b1c63eb69
Add SplitImageToTileList and ImageMergeTileList nodes. ( #12599 )
...
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With these you can split an image into tiles, do operations and then combine it back to a single image.
2026-02-23 21:01:17 -05:00
Yousef Rafat
2a27c3b417
progressing
2026-02-23 01:40:56 +02:00
Yousef R. Gamaleldin
30db88dd64
Merge branch 'master' into trellis2
2026-02-23 00:09:46 +02:00
Yousef Rafat
c9f5c788a7
bunch of fixes
2026-02-22 23:47:49 +02:00
Christian Byrne
ee72752162
Add category to Normalized Attention Guidance node ( #12565 )
2026-02-21 19:51:21 -05:00
Yousef Rafat
253ee4c02c
fixes
2026-02-22 01:25:10 +02:00
pythongosssss
602b2505a4
add support for pyopengl < 3.1.4 where the size parameter does not exist ( #12555 )
2026-02-21 06:14:57 -08:00
Christian Byrne
04a55d5019
fix: swap essentials_category from CLIPTextEncode to PrimitiveStringMultiline ( #12553 )
...
Remove CLIPTextEncode from Basics essentials category and add
PrimitiveStringMultiline (String Multiline) in its place.
Amp-Thread-ID: https://ampcode.com/threads/T-019c7efb-d916-7244-8c43-77b615ba0622
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-20 23:46:46 -08:00
Christian Byrne
5fb8f06495
feat: add essential subgraph blueprints ( #12552 )
...
Add 24 non-cloud essential blueprints from comfyui-wiki/Subgraph-Blueprints.
These cover common workflows: text/image/video generation, editing,
inpainting, outpainting, upscaling, depth maps, pose, captioning, and more.
Cloud-only blueprints (5) are excluded and will be added once
client-side distribution filtering lands.
Amp-Thread-ID: https://ampcode.com/threads/T-019c6f43-6212-7308-bea6-bfc35a486cbf
2026-02-20 23:40:13 -08:00
Yousef Rafat
1fde60b2bc
debugging
2026-02-20 22:04:37 +02:00
Yousef Rafat
b3da8ed4c5
coderabbit 2
2026-02-20 21:13:13 +02:00
Yousef Rafat
c5a750205d
.
2026-02-20 17:39:44 +02:00
pythongosssss
96d6bd1a4a
Add GLSL shader node using PyOpenGL ( #12148 )
...
* adds support for executing simple glsl shaders
using moderngl package
* tidy
* Support multiple outputs
* Try fix build
* fix casing
* fix line endings
* convert to using PyOpenGL and glfw
* remove cpu support
* tidy
* add additional support for egl & osmesa backends
* fix ci
perf: only read required outputs
* add diagnostics, update mac initialization
* GLSL glueprints + node fixes (#12492 )
* Add image operation blueprints
* Add channels
* Add glow
* brightness/contrast
* hsb
* add glsl shader update system
* shader nit iteration
* add multipass for faster blur
* more fixes
* rebuild blueprints
* print -> logger
* Add edge preserving blur
* fix: move _initialized flag to end of GLContext.__init__
Prevents '_vao' attribute error when init fails partway through
and subsequent calls skip initialization due to early _initialized flag.
* update valid ranges
- threshold 0-100
- step 0+
* fix value ranges
* rebuild node to remove extra inputs
* Fix gamma step
* clamp saturation in colorize instead of wrapping
* Fix crash on 1x1 px images
* rework description
* remove unnecessary f
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
Co-authored-by: Hunter Senft-Grupp <hunter@comfy.org>
2026-02-19 23:22:13 -05:00
comfyanonymous
5f2117528a
Force min length 1 when tokenizing for text generation. ( #12538 )
2026-02-19 22:57:44 -05:00
Christian Byrne
4d172e9ad7
feat: mark 429 widgets as advanced for collapsible UI ( #12197 )
...
* feat: mark 429 widgets as advanced for collapsible UI
Mark widgets as advanced across core, comfy_extras, and comfy_api_nodes
to support the new collapsible advanced inputs section in the frontend.
Changes:
- 267 advanced markers in comfy_extras/
- 162 advanced markers in comfy_api_nodes/
- All files pass python3 -m py_compile verification
Widgets marked advanced (hidden by default):
- Scheduler internals: sigma_max, sigma_min, rho, mu, beta, alpha
- Sampler internals: eta, s_noise, order, rtol, atol, h_init, pcoeff, etc.
- Memory optimization: tile_size, overlap, temporal_size, temporal_overlap
- Pipeline controls: add_noise, start_at_step, end_at_step
- Timing controls: start_percent, end_percent
- Layer selection: stop_at_clip_layer, layers, block_number
- Video encoding: codec, crf, format
- Device/dtype: device, noise_device, dtype, weight_dtype
Widgets kept basic (always visible):
- Core params: strength, steps, cfg, denoise, seed, width, height
- Model selectors: ckpt_name, lora_name, vae_name, sampler_name
- Common controls: upscale_method, crop, batch_size, fps, opacity
Related: frontend PR #11939
Amp-Thread-ID: https://ampcode.com/threads/T-019c1734-6b61-702e-b333-f02c399963fc
* fix: remove advanced=True from DynamicCombo.Input (unsupported)
Amp-Thread-ID: https://ampcode.com/threads/T-019c1734-6b61-702e-b333-f02c399963fc
* fix: address review - un-mark model merge, video, image, and training node widgets as advanced
Per comfyanonymous review:
- Model merge arguments should not be advanced (all 14 model-specific merge classes)
- SaveAnimatedWEBP lossless/quality/method should not be advanced
- SaveWEBM/SaveVideo codec/crf/format should not be advanced
- TrainLoraNode options should not be advanced (7 inputs)
Amp-Thread-ID: https://ampcode.com/threads/T-019c322b-a3a8-71b7-9962-d44573ca6352
* fix: un-mark batch_size and webcam width/height as advanced (should stay basic)
Amp-Thread-ID: https://ampcode.com/threads/T-019c3236-1417-74aa-82a3-bcb365fbe9d1
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-19 19:20:02 -08:00
Yourz
5632b2df9d
feat: add essentials_category ( #12357 )
...
* feat: add essentials_category field to node schema
Amp-Thread-ID: https://ampcode.com/threads/T-019c2b25-cd90-7218-9071-03cb46b351b3
* feat: add ESSENTIALS_CATEGORY to core nodes
Marked nodes:
- Basic: LoadImage, SaveImage, LoadVideo, SaveVideo, Load3D, CLIPTextEncode
- Image Tools: ImageScale, ImageInvert, ImageBatch, ImageCrop, ImageRotate, ImageBlur
- Image Tools/Preprocessing: Canny
- Image Generation: LoraLoader
- Audio: LoadAudio, SaveAudio
Amp-Thread-ID: https://ampcode.com/threads/T-019c2b25-cd90-7218-9071-03cb46b351b3
* Add ESSENTIALS_CATEGORY to more nodes
- SaveGLB (Basic)
- GetVideoComponents (Video Tools)
- TencentTextToModelNode, TencentImageToModelNode (3D)
- RecraftRemoveBackgroundNode (Image Tools)
- KlingLipSyncAudioToVideoNode (Video Generation)
- OpenAIChatNode (Text Generation)
- StabilityTextToAudio (Audio)
Amp-Thread-ID: https://ampcode.com/threads/T-019c2b69-81c1-71c3-8096-450a39e20910
* fix: correct essentials category for Canny node
Amp-Thread-ID: https://ampcode.com/threads/T-019c7303-ab53-7341-be76-a5da1f7a657e
Co-authored-by: Amp <amp@ampcode.com>
* refactor: replace essentials_category string literals with constants
Amp-Thread-ID: https://ampcode.com/threads/T-019c7303-ab53-7341-be76-a5da1f7a657e
Co-authored-by: Amp <amp@ampcode.com>
* refactor: revert constants, use string literals for essentials_category
Amp-Thread-ID: https://ampcode.com/threads/T-019c7303-ab53-7341-be76-a5da1f7a657e
Co-authored-by: Amp <amp@ampcode.com>
* fix: update basics
---------
Co-authored-by: bymyself <cbyrne@comfy.org>
Co-authored-by: Amp <amp@ampcode.com>
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-19 19:00:26 -08:00
Yousef Rafat
6191cd86bf
trellis2conditioning and a hidden bug
2026-02-19 22:05:33 +02:00
Jukka Seppänen
6d11cc7354
feat: Add basic text generation support with native models, initially supporting Gemma3 ( #12392 )
2026-02-18 20:49:43 -05:00
Yousef Rafat
7454979e16
Merge branch 'trellis2' of https://github.com/yousef-rafat/ComfyUI into pr/12183
2026-02-19 02:01:42 +02:00
Yousef Rafat
9243ae347b
added conditioning
2026-02-19 02:01:26 +02:00
Yousef R. Gamaleldin
6a753c7c5f
Merge branch 'master' into trellis2
2026-02-19 01:58:13 +02:00
comfyanonymous
f262444dd4
Add simple 3 band equalizer node for audio. ( #12519 )
2026-02-18 18:36:35 -05:00
Yousef Rafat
ee2b66a2f2
small fixes
2026-02-19 00:48:26 +02:00
Yousef Rafat
0a49718194
..
2026-02-18 21:54:05 +02:00
Yousef Rafat
389a75ccae
Merge branch 'trellis2' of https://github.com/yousef-rafat/ComfyUI into pr/12183
2026-02-18 21:52:53 +02:00
Yousef Rafat
ff04ef5558
fix run_conditioning
2026-02-18 21:52:40 +02:00
Yousef R. Gamaleldin
9257acaae3
Merge branch 'master' into trellis2
2026-02-18 21:52:39 +02:00
Terry Jia
8ad38d2073
BBox widget ( #11594 )
...
* Boundingbox widget
* code improve
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
Co-authored-by: Christian Byrne <cbyrne@comfy.org>
2026-02-17 17:13:39 -08:00
comfyanonymous
18927538a1
Implement NAG on all the models based on the Flux code. ( #12500 )
...
Use the Normalized Attention Guidance node.
Flux, Flux2, Klein, Chroma, Chroma radiance, Hunyuan Video, etc..
2026-02-16 23:30:34 -05:00
Yousef Rafat
c14317d6e0
postprocessing node fixes + model small fixes
2026-02-17 00:10:48 +02:00
rattus
ecd2a19661
Fix lora Extraction in offload conditions (+ dynamic_vram mode) ( #12479 )
...
* lora_extract: Add a trange
If you bite off more than your GPU can chew, this kinda just hangs.
Give a rough indication of progress counting the weights in a trange.
* lora_extract: Support on-the-fly patching
Use the on-the-fly approach from the regular model saving logic for
lora extraction too. Switch off force_cast_weights accordingly.
This gets extraction working in dynamic vram while also supporting
extraction on GPU offloaded.
2026-02-15 20:28:51 -05:00
Yousef Rafat
91fa563b21
rewriting conditioning logic + model code addition
2026-02-16 01:53:53 +02:00
Jedrzej Kosinski
596ed68691
Node Replacement API ( #12014 )
2026-02-15 02:12:30 -08:00
rattus
8902907d7a
dynamic_vram: Training fixes ( #12442 )
2026-02-13 15:29:37 -05:00
Yousef Rafat
92aa058a58
.
2026-02-13 21:05:59 +02:00
Yousef Rafat
0e51bee64f
more reliable detection
2026-02-13 00:10:25 +02:00
askmyteapot
e5ae670a40
Update ace15.py to allow min_p sampling ( #12373 )
2026-02-11 20:28:48 -05:00
Yousef Rafat
8e90bdc1cc
small error fixes
2026-02-12 00:30:51 +02:00
Yousef Rafat
b7764479c2
debugging
2026-02-11 20:33:59 +02:00
Kohaku-Blueleaf
cdcf4119b3
[Trainer] training with proper offloading ( #12189 )
...
* Fix bypass dtype/device moving
* Force offloading mode for training
* training context var
* offloading implementation in training node
* fix wrong input type
* Support bypass load lora model, correct adapter/offloading handling
2026-02-10 21:45:19 -05:00
Yousef Rafat
f4059c189e
dinov3 fixes + other
2026-02-11 01:27:54 +02:00
AustinMroz
dbe70b6821
Add a VideoSlice node ( #12107 )
...
* Base TrimVideo implementation
* Raise error if as_trimmed call fails
* Bigger max start_time, tooltips, and formatting
* Count packets unless codec has subframes
* Remove incorrect nested decode
* Add null check for audio streams
* Support non-strict duration
* Added strict_duration bool to node definition
* Empty commit for approval
* Fix duration
* Support 5.1 audio layout on save
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-10 14:42:21 -08:00
Yousef Rafat
2eef826def
multiple fixes
2026-02-09 22:47:50 +02:00
comfyanonymous
a0302cc6a8
Make tonemap latent work on any dim latents. ( #12363 )
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2026-02-08 21:16:40 -05:00
Yousef Rafat
704e1b5462
small bug fixes
2026-02-09 00:41:01 +02:00
chaObserv
9bf5aa54db
Add search_aliases to sa-solver and seeds-2 node ( #12327 )
2026-02-07 17:38:51 -05:00
Jukka Seppänen
5ff4fdedba
Fix LazyCache ( #12344 )
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2026-02-07 11:25:30 -08:00
Yousef Rafat
955c00ee38
post-process node
2026-02-06 23:54:27 +02:00
Jukka Seppänen
a1c101f861
EasyCache: Support LTX2 ( #12231 )
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2026-02-06 00:43:09 -05:00
AustinMroz
2b70ab9ad0
Add a Create List node ( #12173 )
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2026-02-05 01:18:21 -05:00
comfyanonymous
35183543e0
Add VAE tiled decode node for audio. ( #12299 )
2026-02-05 01:12:04 -05:00
comfyanonymous
6125b80979
Add llm sampling options and make reference audio work on ace step 1.5 ( #12295 )
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2026-02-04 21:29:22 -05:00
Alexander Piskun
e77b34dfea
add File3DAny output to Load3D node; extend SaveGLB to accept File3DAny as input ( #12276 )
...
* add File3DAny output to Load3D node; extend SaveGLB node to accept File3DAny as input
* fix(grammar): capitalize letter
2026-02-04 11:35:38 -08:00
Yousef Rafat
3002708fe3
needed updates
2026-02-04 14:15:00 +02:00
Alexander Piskun
fb23935c11
feat(comfy_api): add basic 3D Model file types ( #12129 )
...
* feat(comfy_api): add basic 3D Model file types
* update Tripo nodes to use File3DGLB
* update Rodin3D nodes to use File3DGLB
* address PR review feedback:
- Rename File3D parameter 'path' to 'source'
- Convert File3D.data property to get_data()
- Make .glb extension check case-insensitive in nodes_rodin.py
- Restrict SaveGLB node to only accept File3DGLB
* Fixed a bug in the Meshy Rig and Animation nodes
* Fix backward compatability
2026-02-03 10:31:46 -08:00
comfyanonymous
3c1a1a2df8
Basic support for the ace step 1.5 model. ( #12237 )
2026-02-03 00:06:18 -05:00
Yousef Rafat
614b167994
.
2026-02-02 21:23:19 +02:00
Yousef Rafat
23474ce816
updated the trellis2 nodes
2026-02-02 21:20:46 +02:00
Yousef R. Gamaleldin
f1d25a460c
Merge branch 'master' into trellis2
2026-02-02 18:13:58 +02:00
rattus
f8acd9c402
Reduce RAM usage, fix VRAM OOMs, and fix Windows shared memory spilling with adaptive model loading ( #11845 )
2026-02-01 01:01:11 -05:00
pythongosssss
8aabe2403e
Add color type and Color to RGB Int node ( #12145 )
...
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* add color type and color to rgb int node
* review fix for allowing output
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-01-30 15:01:33 -08:00
Yousef R. Gamaleldin
6ea2e5b288
init
2026-01-30 23:34:48 +02:00
comfyanonymous
bbe2c13a70
Make empty hunyuan latent 1.0 work with the 1.5 model. ( #12171 )
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2026-01-29 23:52:22 -05:00
Jukka Seppänen
ad53e78f11
Fix Noise_EmptyNoise when using nested latents ( #12089 )
2026-01-26 19:25:00 -05:00
Tavi Halperin
bfe31d0b9d
IC-LoRA: support small grid ( #12074 )
2026-01-26 15:33:19 -05:00
comfyanonymous
26c5bbb875
Move nodes from previous PR into their own file. ( #12066 )
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2026-01-24 23:02:32 -05:00
Kohaku-Blueleaf
a97c98068f
[Weight-adapter/Trainer] Bypass forward mode in Weight adapter system ( #11958 )
...
* Add API of bypass forward module
* bypass implementation
* add bypass fwd into nodes list/trainer
2026-01-24 22:56:22 -05:00
pythongosssss
ed6002cb60
add support for kwargs inputs to allow arbitrary inputs from frontend ( #12063 )
...
used to output selected combo index
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-01-24 17:30:40 -08:00
comfyanonymous
9cf299a9f9
Make regular empty latent node work properly on flux 2 variants. ( #12050 )
2026-01-23 19:50:48 -05:00
Christian Byrne
79cdbc81cb
feat: Improve ResizeImageMaskNode UX with tooltips and search aliases ( #12040 )
...
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- Add search_aliases for discoverability: resize, scale, dimensions, etc.
- Add node description for hover tooltip
- Add tooltips to all inputs explaining their behavior
- Reorder options: most common (scale dimensions) first, most technical (scale to multiple) last
Addresses user feedback that 'resize' search returned nothing useful and
options like 'match size' and 'scale to multiple' were not self-explanatory.
2026-01-22 22:04:27 -08:00
comfyanonymous
f443b9f2ca
Revert "feat: Improve ResizeImageMaskNode UX with tooltips and search aliases…" ( #12038 )
...
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This reverts commit 4e3038114a .
2026-01-22 23:02:37 -05:00
Christian Byrne
4e3038114a
feat: Improve ResizeImageMaskNode UX with tooltips and search aliases ( #12013 )
...
- Add search_aliases for discoverability: resize, scale, dimensions, etc.
- Add node description for hover tooltip
- Add tooltips to all inputs explaining their behavior
- Reorder options: most common (scale dimensions) first, most technical (scale to multiple) last
Addresses user feedback that 'resize' search returned nothing useful and
options like 'match size' and 'scale to multiple' were not self-explanatory.
2026-01-22 18:46:55 -08:00
Christian Byrne
bbb8864778
add search aliases to all nodes ( #12035 )
...
* feat: Add search_aliases field to node schema
Adds `search_aliases` field to improve node discoverability. Users can define alternative search terms for nodes (e.g., "text concat" → StringConcatenate).
Changes:
- Add `search_aliases: list[str]` to V3 Schema
- Add `SEARCH_ALIASES` support for V1 nodes
- Include field in `/object_info` response
- Add aliases to high-priority core nodes
V1 usage:
```python
class MyNode:
SEARCH_ALIASES = ["alt name", "synonym"]
```
V3 usage:
```python
io.Schema(
node_id="MyNode",
search_aliases=["alt name", "synonym"],
...
)
```
## Related PRs
- Frontend: Comfy-Org/ComfyUI_frontend#XXXX (draft - merge after this)
- Docs: Comfy-Org/docs#XXXX (draft - merge after stable)
* Propagate search_aliases through V3 Schema.get_v1_info to NodeInfoV1
* feat: add SEARCH_ALIASES for core nodes (#12016 )
Add search aliases to 22 core nodes in nodes.py to improve node discoverability:
- Checkpoint/model loaders: CheckpointLoader, DiffusersLoader
- Conditioning nodes: ConditioningAverage, ConditioningSetArea, ConditioningSetMask, ConditioningZeroOut
- Style nodes: StyleModelApply
- Image nodes: LoadImageMask, LoadImageOutput, ImageBatch, ImageInvert, ImagePadForOutpaint
- Latent nodes: LoadLatent, SaveLatent, LatentBlend, LatentComposite, LatentCrop, LatentFlip, LatentFromBatch, LatentUpscale, LatentUpscaleBy, RepeatLatentBatch
* feat: add SEARCH_ALIASES for image, mask, and string nodes (#12017 )
Add search aliases to nodes in comfy_extras for better discoverability:
- nodes_mask.py: mask manipulation nodes
- nodes_images.py: image processing nodes
- nodes_post_processing.py: post-processing effect nodes
- nodes_string.py: string manipulation nodes
- nodes_compositing.py: compositing nodes
- nodes_morphology.py: morphological operation nodes
- nodes_latent.py: latent space nodes
Uses search_aliases parameter in io.Schema() for v3 nodes.
* feat: add SEARCH_ALIASES for audio and video nodes (#12018 )
Add search aliases to audio and video nodes for better discoverability:
- nodes_audio.py: audio loading, saving, and processing nodes
- nodes_video.py: video loading and processing nodes
- nodes_wan.py: WAN model nodes
Uses search_aliases parameter in io.Schema() for v3 nodes.
* feat: add SEARCH_ALIASES for model and misc nodes (#12019 )
Add search aliases to model-related and miscellaneous nodes:
- Model nodes: nodes_model_merging.py, nodes_model_advanced.py, nodes_lora_extract.py
- Sampler nodes: nodes_custom_sampler.py, nodes_align_your_steps.py
- Control nodes: nodes_controlnet.py, nodes_attention_multiply.py, nodes_hooks.py
- Training nodes: nodes_train.py, nodes_dataset.py
- Utility nodes: nodes_logic.py, nodes_canny.py, nodes_differential_diffusion.py
- Architecture-specific: nodes_sd3.py, nodes_pixart.py, nodes_lumina2.py, nodes_kandinsky5.py, nodes_hidream.py, nodes_fresca.py, nodes_hunyuan3d.py
- Media nodes: nodes_load_3d.py, nodes_webcam.py, nodes_preview_any.py, nodes_wanmove.py
Uses search_aliases parameter in io.Schema() for v3 nodes, SEARCH_ALIASES class attribute for legacy nodes.
2026-01-22 18:36:58 -08:00
Terry Jia
8490eedadf
add ply & 3dgs format in 3d node ( #11474 )
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2026-01-22 09:46:56 -08:00
Jukka Seppänen
16b9aabd52
Support Multi/InfiniteTalk ( #10179 )
...
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* re-init
* Update model_multitalk.py
* whitespace...
* Update model_multitalk.py
* remove print
* this is redundant
* remove import
* Restore preview functionality
* Move block_idx to transformer_options
* Remove LoopingSamplerCustomAdvanced
* Remove looping functionality, keep extension functionality
* Update model_multitalk.py
* Handle ref_attn_mask with separate patch to avoid having to always return q and k from self_attn
* Chunk attention map calculation for multiple speakers to reduce peak VRAM usage
* Update model_multitalk.py
* Add ModelPatch type back
* Fix for latest upstream
* Use DynamicCombo for cleaner node
Basically just so that single_speaker mode hides mask inputs and 2nd audio input
* Update nodes_wan.py
2026-01-21 23:09:48 -05:00
Jedrzej Kosinski
f09904720d
Fix for edge case of EasyCache when conditionings change during a sampling run (like with timestep scheduling) ( #12020 )
2026-01-21 23:01:35 -05:00
Christian Byrne
bdeac8897e
feat: Add search_aliases field to node schema ( #12010 )
...
* feat: Add search_aliases field to node schema
Adds `search_aliases` field to improve node discoverability. Users can define alternative search terms for nodes (e.g., "text concat" → StringConcatenate).
Changes:
- Add `search_aliases: list[str]` to V3 Schema
- Add `SEARCH_ALIASES` support for V1 nodes
- Include field in `/object_info` response
- Add aliases to high-priority core nodes
V1 usage:
```python
class MyNode:
SEARCH_ALIASES = ["alt name", "synonym"]
```
V3 usage:
```python
io.Schema(
node_id="MyNode",
search_aliases=["alt name", "synonym"],
...
)
```
## Related PRs
- Frontend: Comfy-Org/ComfyUI_frontend#XXXX (draft - merge after this)
- Docs: Comfy-Org/docs#XXXX (draft - merge after stable)
* Propagate search_aliases through V3 Schema.get_v1_info to NodeInfoV1
2026-01-21 15:36:02 -08:00
comfyanonymous
2108167f9f
Support zimage omni base model. ( #11979 )
2026-01-19 23:17:38 -05:00
nomadoor
c9196f355e
Fix scale_shorter_dimension portrait check ( #11862 )
2026-01-13 18:25:09 -08:00
nomadoor
469dd9c16a
Adds crop to multiple mode to ResizeImageMaskNode. ( #11838 )
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* Add crop-to-multiple resize mode
* Make scale-to-multiple shape handling explicit
2026-01-13 16:48:10 -08:00
Acly
d9dc02a7d6
Support "lite" version of alibaba-pai Z-Image Controlnet ( #11849 )
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* reduced number of control layers (3) compared to full model
2026-01-13 15:03:53 -05:00