Commit Graph

4825 Commits

Author SHA1 Message Date
Jedrzej Kosinski
fa6c7eb86f
Merge branch 'master' into rename-mahiro
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2026-02-28 20:48:49 -08:00
comfyanonymous
1080bd442a
Disable dynamic vram on wsl. (#12706) 2026-02-28 22:23:28 -05:00
comfyanonymous
17106cb124
Move parsing of requirements logic to function. (#12701) 2026-02-28 22:21:32 -05:00
rattus
48bb0bd18a
cli_args: Default comfy to DynamicVram mode (#12658)
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2026-02-28 16:52:30 -05:00
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
fappaz
95e1059661
fix(ace15): handle missing lm_metadata in memory estimation during checkpoint export #12669 (#12686)
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2026-02-28 01:18:40 -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
9d0e114ee3
PyOpenGL-accelerate is not necessary. (#12692) 2026-02-27 23:34:58 -05:00
Talmaj
ac4412d0fa
Native LongCat-Image implementation (#12597) 2026-02-27 23:04:34 -05:00
comfyanonymous
94f1a1cc9d
Limit overlap in image tile and combine nodes to prevent issues. (#12688) 2026-02-27 20:16:24 -05:00
bymyself
8c41e2393b rename: Similarity-Adaptive Guidance → Positive-Biased Guidance (per reviewer)
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- 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
2026-02-27 17:13:40 -08:00
bymyself
93175036fb feat: add search aliases for old mahiro name
Amp-Thread-ID: https://ampcode.com/threads/T-019c0d36-8b43-745f-b7b2-e35b53f17fa1
2026-02-27 17:12:50 -08:00
bymyself
4528ff9870 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>
2026-02-27 17:12:50 -08:00
rattus
e721e24136
ops: implement lora requanting for non QuantizedTensor fp8 (#12668)
Allow non QuantizedTensor layer to set want_requant to get the post lora
calculation stochastic cast down to the original input dtype.

This is then used by the legacy fp8 Linear implementation to set the
compute_dtype to the preferred lora dtype but then want_requant it back
down to fp8.

This fixes the issue with --fast fp8_matrix_mult is combined with
--fast dynamic_vram which doing a lora on an fp8_ non QT model.
2026-02-27 19:05:51 -05:00
Reiner "Tiles" Prokein
25ec3d96a3
Class WanVAE, def encode, feat_map is using self.decoder instead of self.encoder (#12682) 2026-02-27 19:03:45 -05:00
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
vickytsang
35e9fce775
Enable Pytorch Attention for gfx950 (#12641)
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2026-02-26 20:16:12 -05:00
Jukka Seppänen
c7f7d52b68
feat: Support SDPose-OOD (#12661) 2026-02-26 19:59:05 -05:00
rattus
08b26ed7c2
bug_report template: Push harder for logs (#12657)
We get a lot od bug reports without logs, especially for performance
issues.
2026-02-26 18:59:24 -05:00
fappaz
b233dbe0bc
feat(ace-step): add ACE-Step 1.5 lycoris key alias mapping for LoKR #12638 (#12665) 2026-02-26 18:19:19 -05:00
comfyanonymous
3811780e4f
Portable with cu128 isn't useful anymore. (#12666)
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Users should either use the cu126 one or the regular one (cu130 at the moment)

The cu128 portable is still included in the latest github release but I will stop including it as soon as it becomes slightly annoying to deal with. This might happen as soon as next week.
2026-02-26 17:12:29 -05:00
comfyanonymous
3dd10a59c0 ComfyUI v0.15.1 2026-02-26 15:59:22 -05:00
ComfyUI Wiki
88d05fe483
chore: update workflow templates to v0.9.4 (#12664) 2026-02-26 15:52:45 -05:00
Alexander Piskun
fd41ec97cc
feat(api-nodes): add NanoBanana2 (#12660) 2026-02-26 15:52:10 -05:00
rattus
420e900f69
main: load aimdo earlier (#12655)
Some custom node packs are naughty, and violate the
dont-load-torch-on-load rule. This causes aimdo to lose preference on
its allocator hook on linux.

Go super early on the aimdo first-stage init before custom nodes
are mentioned at all.
2026-02-26 15:19:38 -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
comfyanonymous
8a4d85c708
Cleanups to the last PR. (#12646) 2026-02-26 01:30:31 -05:00
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
comfyanonymous
7253531670
Fix ltxav te mem estimation. (#12643) 2026-02-25 23:13:47 -05:00
comfyanonymous
e14b04478c
Fix LTXAV text enc min length. (#12640)
Should have been 1024 instead of 512
2026-02-25 22:36:02 -05:00
Christian Byrne
eb8737d675
Update requirements.txt (#12642) 2026-02-25 18:30:48 -08:00
rattus
0467f690a8
comfy aimdo 0.2.2 (#12635)
Comfy Aimdo 0.2.2 moves the cuda allocator hook from the cudart API to
the cuda driver API on windows. This is needed to handle Windows+cu13
where cudart is statically linked.
2026-02-25 16:50:05 -05:00
rattus
4f5b7dbf1f
Fix Aimdo fallback on probe to not use zero-copy sft (#12634)
* utils: dont use comfy sft loader in aimdo fallback

This was going to the raw command line switch and should respect main.py
probe of whether aimdo actually loaded successfully.

* ops: dont use deferred linear load in Aimdo fallback

Avoid changes of behaviour on --fast dynamic_vram when aimdo doesnt work.
2026-02-25 16:49:48 -05:00
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
rattus
befa83d434
comfy aimdo 0.2.1 (#12620)
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Changes:

throttle VRAM threshold checks to restore performance in high-layer-rate
conditions.
2026-02-24 16:02:26 -05:00
Jedrzej Kosinski
33f83d53ae
Fix KeyError when prompt entries lack class_type key (#12595)
Skip entries in the prompt dict that don't contain a class_type key
in apply_replacements(), preventing crashes on metadata or non-node
entries.

Fixes Comfy-Org/ComfyUI#12517
2026-02-24 16:02:05 -05:00
comfyanonymous
b874bd2b8c ComfyUI v0.15.0 2026-02-24 12:42:15 -05:00
ComfyUI Wiki
0aa02453bb
chore: update embedded docs to v0.4.3 (#12601) 2026-02-24 12:41:36 -05:00
comfyanonymous
599f9c5010
Don't crash right away if op is uninitialized. (#12615) 2026-02-24 12:28:25 -05:00
ComfyUI Wiki
11fefa58e9
chore: update workflow templates to v0.9.3 (#12610) 2026-02-24 09:04:51 -08:00
Alexander Piskun
d8090013b8
feat(api-nodes): add ByteDance Seedream-5 model (#12609)
* feat(api-nodes): add ByteDance Seedream-5 model

* made error message more correct

* rename seedream 5.0 model
2026-02-24 09:03:30 -08:00
Christian Byrne
048dd2f321
Patch frontend to 1.39.16 (from 1.39.14) (#12604)
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* Update requirements.txt

* Update requirements.txt

---------

Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
2026-02-24 00:44:40 -08:00
comfyanonymous
84aba95e03
Temporality unbreak some LTXAV workflows to give people time to migrate. (#12605) 2026-02-24 00:50:03 -05:00
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
ComfyUI Wiki
7a7debcaf1
chore: update workflow templates to v0.9.2 (#12596) 2026-02-23 18:27:20 -05:00
Alexander Piskun
dba2766e53
feat(api-nodes): add KlingAvatar node (#12591)
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2026-02-23 11:27:16 -08:00