5a51bf82de
Merge branch 'master' into trellis2
2026-02-18 21:52:39 +02:00
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
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
b7de0ad87e
postprocessing node fixes + model small fixes
2026-02-17 00:10:48 +02:00
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
ee24b93abc
rewriting conditioning logic + model code addition
2026-02-16 01:53:53 +02:00
596ed68691
Node Replacement API ( #12014 )
2026-02-15 02:12:30 -08:00
8902907d7a
dynamic_vram: Training fixes ( #12442 )
2026-02-13 15:29:37 -05:00
6023feca0e
.
2026-02-13 21:05:59 +02:00
3309aaafd0
more reliable detection
2026-02-13 00:10:25 +02:00
e5ae670a40
Update ace15.py to allow min_p sampling ( #12373 )
2026-02-11 20:28:48 -05:00
a6e72425b0
small error fixes
2026-02-12 00:30:51 +02:00
9b9c3c3b9f
debugging
2026-02-11 20:33:59 +02:00
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
f9709a4ee6
dinov3 fixes + other
2026-02-11 01:27:54 +02:00
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
221c5962c5
multiple fixes
2026-02-09 22:47:50 +02:00
a0302cc6a8
Make tonemap latent work on any dim latents. ( #12363 )
2026-02-08 21:16:40 -05:00
b0b2273b4f
small bug fixes
2026-02-09 00:41:01 +02:00
9bf5aa54db
Add search_aliases to sa-solver and seeds-2 node ( #12327 )
2026-02-07 17:38:51 -05:00
5ff4fdedba
Fix LazyCache ( #12344 )
2026-02-07 11:25:30 -08:00
1b73bd4b50
post-process node
2026-02-06 23:54:27 +02:00
a1c101f861
EasyCache: Support LTX2 ( #12231 )
2026-02-06 00:43:09 -05:00
2b70ab9ad0
Add a Create List node ( #12173 )
2026-02-05 01:18:21 -05:00
35183543e0
Add VAE tiled decode node for audio. ( #12299 )
2026-02-05 01:12:04 -05:00
6125b80979
Add llm sampling options and make reference audio work on ace step 1.5 ( #12295 )
2026-02-04 21:29:22 -05:00
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
2865e385e2
needed updates
2026-02-04 14:15:00 +02:00
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
3c1a1a2df8
Basic support for the ace step 1.5 model. ( #12237 )
2026-02-03 00:06:18 -05:00
447f335e03
.
2026-02-02 21:23:19 +02:00
a15a1a92c4
updated the trellis2 nodes
2026-02-02 21:20:46 +02:00
da84a2b868
Merge branch 'master' into trellis2
2026-02-02 18:13:58 +02:00
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
8aabe2403e
Add color type and Color to RGB Int node ( #12145 )
...
* 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
6ea2e5b288
init
2026-01-30 23:34:48 +02:00
bbe2c13a70
Make empty hunyuan latent 1.0 work with the 1.5 model. ( #12171 )
2026-01-29 23:52:22 -05:00
ad53e78f11
Fix Noise_EmptyNoise when using nested latents ( #12089 )
2026-01-26 19:25:00 -05:00
bfe31d0b9d
IC-LoRA: support small grid ( #12074 )
2026-01-26 15:33:19 -05:00
26c5bbb875
Move nodes from previous PR into their own file. ( #12066 )
2026-01-24 23:02:32 -05:00
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
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
9cf299a9f9
Make regular empty latent node work properly on flux 2 variants. ( #12050 )
2026-01-23 19:50:48 -05:00
79cdbc81cb
feat: Improve ResizeImageMaskNode UX with tooltips and search aliases ( #12040 )
...
- 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
f443b9f2ca
Revert "feat: Improve ResizeImageMaskNode UX with tooltips and search aliases…" ( #12038 )
...
This reverts commit 4e3038114a
2026-01-22 23:02:37 -05:00
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
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
8490eedadf
add ply & 3dgs format in 3d node ( #11474 )
2026-01-22 09:46:56 -08:00
16b9aabd52
Support Multi/InfiniteTalk ( #10179 )
...
* 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
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
Yousef R. Gamaleldin
Terry Jia
comfyanonymous
rattus
Jedrzej Kosinski
askmyteapot
Kohaku-Blueleaf
AustinMroz
chaObserv
Jukka Seppänen
Alexander Piskun
pythongosssss
Yousef R. Gamaleldin
Tavi Halperin
Christian Byrne