bymyself
e4f3d335dc
feat: Add VideoSlice node with lazy operations on VideoInput
...
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- Add VideoOp base class and SliceOp in _input/video_types.py
- Add sliced() method to VideoInput that returns a copy with operation appended
- Each subclass applies operations in get_components() and get_frame_count()
- After materialization, VideoFromFile delegates to internal VideoFromComponents
- Add VideoSlice node that uses video.sliced(start_frame, frame_count)
- Add tests for SliceOp, sliced() behavior, and materialization
2026-01-23 20:52:15 -08:00
Omri Marom and GitHub
d7f3241bf6
qwen_image: propagate attention mask. ( #11966 )
2026-01-22 20:02:31 -05:00
comfyanonymous and GitHub
09a2e67151
Support loading flux 2 klein checkpoints saved with SaveCheckpoint. ( #12033 )
2026-01-22 18:20:48 -05:00
rattus and GitHub
0fd1b78736
Reduce LTX2 VAE VRAM consumption ( #12028 )
...
* causal_video_ae: Remove attention ResNet
This attention_head_dim argument does not exist on this constructor so
this is dead code. Remove as generic attention mid VAE conflicts with
temporal roll.
* ltx-vae: consoldate causal/non-causal code paths
* ltx-vae: add cache rolling adder
* ltx-vae: use cached adder for resnet
* ltx-vae: Implement rolling VAE
Implement a temporal rolling VAE for the LTX2 VAE.
Usually when doing temporal rolling VAEs you can just chunk on time relying
on causality and cache behind you as you go. The LTX VAE is however
non-causal.
So go whole hog and implement per layer run ahead and backpressure between
the decoder layers using recursive state beween the layers.
Operations are ammended with temporal_cache_state{} which they can use to
hold any state then need for partial execution. Convolutions cache their
inputs behind the up to N-1 frames, and skip connections need to cache the
mismatch between convolution input and output that happens due to missing
future (non-causal) input.
Each call to run_up() processes a layer accross a range on input that
may or may not be complete. It goes depth first to process as much as
possible to try and digest frames to the final output ASAP. If layers run
out of input due to convolution losses, they simply return without action
effectively applying back-pressure to the earlier layers. As the earlier
layers do more work and caller deeper, the partial states are reconciled
and output continues to digest depth first as much as possible.
Chunking is done using a size quota rather than a fixed frame length and
any layer can initiate chunking, and multiple layers can chunk at different
granulatiries. This remove the old limitation of always having to process
1 latent frame to entirety and having to hold 8 full decoded frames as
the VRAM peak.
2026-01-22 16:54:18 -05:00
Terry Jia and GitHub
8490eedadf
add ply & 3dgs format in 3d node ( #11474 )
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2026-01-22 09:46:56 -08:00
Alexander Piskun and GitHub
72f6be1690
chore(api-nodes): rename BriaImage and OpenAIGImage nodes ( #12022 )
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2026-01-21 23:42:04 -08:00
Jukka Seppänen and GitHub
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
Jukka Seppänen and GitHub
245f6139b6
More targeted embedding_connector loading for LTX2 text encoder ( #11992 )
...
Reduces errors
2026-01-21 23:05:06 -05:00
Jukka Seppänen and GitHub
3365ad18a5
Support LTX2 tiny vae (taeltx_2) ( #11929 )
2026-01-21 23:03:51 -05:00
Jedrzej Kosinski and GitHub
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
comfyanonymous and GitHub
abe2ec26a6
Support the Anima model. ( #12012 )
2026-01-21 19:44:28 -05:00
Christian Byrne and GitHub
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
Alexander Piskun and GitHub
451af70154
fix(api-nodes-Vidu): allow passing up to 7 subjects in Vidu Reference node ( #12002 )
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2026-01-21 04:03:45 -08:00
Markury and GitHub
0fc15700be
Add LyCoris LoKr MLP layer support for Flux2 ( #11997 )
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2026-01-20 23:18:33 -05:00
comfyanonymous and GitHub
e755268e7b
Config for Qwen 3 0.6B model. ( #11998 )
2026-01-20 23:08:31 -05:00
Mylo and GitHub
c4a14df9a3
Dynamically detect chroma radiance patch size ( #11991 )
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2026-01-20 18:46:11 -05:00
Ivan Zorin and GitHub
965d0ed509
fix: remove normalization of audio in LTX Mel spectrogram creation ( #11990 )
...
For LTX Audio VAE, remove normalization of audio during MEL spectrogram creation.
This aligs inference with training and prevents loud audio from being attenuated.
2026-01-20 18:44:28 -05:00
Alexander Piskun and GitHub
ddc541ffda
feat(api-nodes): add WaveSpeed nodes ( #11945 )
2026-01-20 13:05:40 -08:00
comfyanonymous and GitHub
8ccc0c94fa
Make omni stuff work on regular z image for easier testing. ( #11985 )
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2026-01-20 00:32:00 -05:00
Comfy Org PR Bot and GitHub
4edb87aa50
Bump comfyui-frontend-package to 1.37.11 ( #11976 )
2026-01-19 23:57:50 -05:00
ComfyUI Wiki and GitHub
0fc3b6e3a6
chore: update workflow templates to v0.8.15 ( #11984 )
2026-01-19 23:17:56 -05:00
comfyanonymous and GitHub
2108167f9f
Support zimage omni base model. ( #11979 )
2026-01-19 23:17:38 -05:00
comfyanonymous
9d273d3ab1
ComfyUI v0.10.0
2026-01-19 22:40:18 -05:00
comfyanonymous and GitHub
70c91b8248
Fix #11963 ( #11982 )
2026-01-19 22:32:40 -05:00
rkfg and GitHub
0da5a0fe58
Convert mono audio to fake stereo for LTXV VAE encoding ( #11965 )
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2026-01-19 22:12:02 -05:00
comfyanonymous and GitHub
e0eacb0688
Simpler way to implement the #11980 loras. ( #11981 )
2026-01-19 22:00:36 -05:00
Jedrzej Kosinski and GitHub
7458e20465
Make Autogrow validation work properly ( #11977 )
...
* In-progress autogrow validation fixes - properly looks at required/optional inputs, now working on the edge case that all inputs are optional and nothing is plugged in (should just be an empty dictionary passed into node)
* Allow autogrow to work with all inputs being optional
* Revert accidentally pushed changes to nodes_logic.py
2026-01-19 16:58:30 -08:00
b931b37e30
feat(api-nodes): add Bria Edit node ( #11978 )
...
Co-authored-by: Alexander Piskun <bigcat88@icloud.com >
2026-01-19 16:47:14 -08:00
ComfyUI Wiki and GitHub
866a4619db
chore: update workflow templates to v0.8.14 ( #11974 )
2026-01-19 14:21:35 -08:00
comfyanonymous and GitHub
1a72bf2046
Readme update. ( #11957 )
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2026-01-18 19:53:43 -08:00
Alexander Piskun and GitHub
034fac7054
chore(api-nodes): auto-discover all nodes_*.py files to avoid merge conflicts when adding new API nodes ( #11943 )
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2026-01-17 22:40:39 -08:00
Christian Byrne and GitHub
a498556d0d
feat: add advanced parameter to Input classes for advanced widgets support ( #11939 )
...
Add 'advanced' boolean parameter to Input and WidgetInput base classes
and propagate to all typed Input subclasses (Boolean, Int, Float, String,
Combo, MultiCombo, Webcam, MultiType, MatchType, ImageCompare).
When set to True, the frontend will hide these inputs by default in a
collapsible 'Advanced Inputs' section in the right side panel, reducing
visual clutter for power-user options.
This enables nodes to expose advanced configuration options (like encoding
parameters, quality settings, etc.) without overwhelming typical users.
Frontend support: ComfyUI_frontend PR #7812
2026-01-17 19:06:03 -08:00
Alexander Piskun and GitHub
f7ca41ff62
chore(api-nodes): remove check for pyav>=14.2 in code (it was added to requirements.txt long ago) ( #11934 )
2026-01-17 18:57:57 -08:00
Alexander Piskun and GitHub
ac26065e61
chore(api-nodes): remove non-used; extract model to separate files ( #11927 )
...
* chore(api-nodes): remove non-used; extract model to separate files
* chore(api-nodes): remove non-needed prefix in filenames
2026-01-17 18:52:45 -08:00
comfyanonymous and GitHub
190c4416cc
Bump comfy-kitchen dependency to version 0.2.7 ( #11941 )
2026-01-17 21:20:35 -05:00
Theephop and GitHub
0fd10ffa09
fix: use .cpu() for waveform conversion in AudioFrame creation ( #11787 )
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2026-01-17 20:18:24 -05:00
Alex Butler and GitHub
00c775950a
Update readme rdna3 nightly url ( #11937 )
2026-01-17 20:18:04 -05:00
comfyanonymous and GitHub
7ac999bf30
Add image sizes to clip vision outputs. ( #11923 )
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2026-01-16 23:02:28 -05:00
ComfyUI Wiki and GitHub
0c6b36c6ac
chore: update workflow templates to v0.8.11 ( #11918 )
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2026-01-16 17:22:50 -05:00
Alexander Piskun and GitHub
9125613b53
feat(api-nodes): extend ByteDance nodes with seedance-1-5-pro model ( #11871 )
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2026-01-15 22:09:07 -08:00
Jedrzej Kosinski and GitHub
732b707397
Added try-except around seed_assets call in get_object_info with a logging statement ( #11901 )
2026-01-15 23:15:15 -05:00
comfyanonymous and GitHub
4c816d5c69
Adjust memory usage factor calculation for flux2 klein. ( #11900 )
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2026-01-15 20:06:40 -05:00
ComfyUI Wiki and GitHub
6125b3a5e7
Update workflow templates to v0.8.10 ( #11899 )
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* chore: update workflow templates to v0.8.9
* Update requirements.txt
2026-01-15 13:12:13 -08:00
ComfyUI Wiki and GitHub
12918a5f78
chore: update workflow templates to v0.8.7 ( #11896 )
2026-01-15 11:08:21 -08:00
comfyanonymous
8f40b43e02
ComfyUI v0.9.2
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2026-01-15 10:57:35 -05:00
comfyanonymous and GitHub
3b832231bb
Flux2 Klein support. ( #11890 )
2026-01-15 10:33:15 -05:00
Jukka Seppänen and GitHub
be518db5a7
Remove extraneous clip missing warnings when loading LTX2 embeddings_connector weights ( #11874 )
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2026-01-14 17:54:04 -05:00
rattus and GitHub
80441eb15e
utils: fix lanczos grayscale upscaling ( #11873 )
2026-01-14 17:53:16 -05:00
Alexander Piskun and GitHub
07f2462eae
feat(api-nodes): add Meshy 3D nodes ( #11843 )
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* feat(api-nodes): add Meshy 3D nodes
* rebased, added JSONata price badges
2026-01-14 11:25:38 -08:00
comfyanonymous and GitHub
d150440466
Fix VAELoader ( #11880 )
2026-01-14 10:54:50 -08:00
bymyself