Jedrzej Kosinski
a0f8784e9f
Merge remote-tracking branch 'pollock/comfy-isolation-squash' into pyisolate-support
2026-02-28 03:54:28 -08:00
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 )
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2026-02-27 20:16:24 -05:00
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
John Pollock
7962db477a
test(isolation): isolation integration + policy tests
2026-02-27 13:07:23 -06:00
John Pollock
3c8ba051b6
fix(isolation-lifecycle): execution/model ejection parity + fenced sampler device handling
...
add pyisolate==0.9.1 to requirements.txt
2026-02-27 13:07:23 -06:00
John Pollock
a1c3124821
feat(isolation-model-proxies): model patcher + clip/vae/model sampling proxies
2026-02-27 12:42:11 -06:00
John Pollock
9ca799362d
feat(isolation-proxies): proxy base + host service proxies
2026-02-27 12:41:58 -06:00
John Pollock
22f5e43c12
feat(isolation-runtime): manifest loading, orchestration, host policy, shm forensics
2026-02-27 12:41:44 -06:00
John Pollock
3cfd5e3311
feat(isolation-bootstrap): cli flag + host/child startup fencing
2026-02-27 12:41:27 -06:00
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 )
...
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 )
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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 )
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 )
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2026-02-25 18:30:48 -08:00
rattus
0467f690a8
comfy aimdo 0.2.2 ( #12635 )
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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 )
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* 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
2026-02-24 19:13:46 -05:00
rattus
befa83d434
comfy aimdo 0.2.1 ( #12620 )
...
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
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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 )
...
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 )
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2026-02-23 18:27:20 -05:00
Alexander Piskun
dba2766e53
feat(api-nodes): add KlingAvatar node ( #12591 )
2026-02-23 11:27:16 -08:00
comfyanonymous
caa43d2395
Fix issue loading fp8 ltxav checkpoints. ( #12582 )
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2026-02-22 16:00:02 -05:00
comfyanonymous
07ca6852e8
Fix dtype issue in embeddings connector. ( #12570 )
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