Yousef Rafat
253ee4c02c
fixes
2026-02-22 01:25:10 +02:00
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
f3d4125e49
code rabbit suggestions
2026-02-20 20:16:49 +02:00
Yousef Rafat
c5a750205d
.
2026-02-20 17:39:44 +02:00
Yousef Rafat
6191cd86bf
trellis2conditioning and a hidden bug
2026-02-19 22:05:33 +02:00
Yousef Rafat
ee2b66a2f2
small fixes
2026-02-19 00:48:26 +02:00
Yousef Rafat
b5feac202c
.
2026-02-18 22:01:09 +02:00
Yousef R. Gamaleldin
9257acaae3
Merge branch 'master' into trellis2
2026-02-18 21:52:39 +02:00
chaObserv
44f8598521
Fix anima LLM adapter forward when manual cast ( #12504 )
2026-02-17 07:56:44 -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
comfyanonymous
88e6370527
Remove workaround for old pytorch. ( #12480 )
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2026-02-15 20:43:53 -05:00
Yousef Rafat
91fa563b21
rewriting conditioning logic + model code addition
2026-02-16 01:53:53 +02:00
krigeta
dc9822b7df
Add working Qwen 2512 ControlNet (Fun ControlNet) support ( #12359 )
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2026-02-13 22:23:52 -05:00
comfyanonymous
726af73867
Fix some custom nodes. ( #12455 )
2026-02-13 20:21:10 -05:00
comfyanonymous
e1add563f9
Use torch RMSNorm for flux models and refactor hunyuan video code. ( #12432 )
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2026-02-13 15:35:13 -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
Yousef Rafat
b7764479c2
debugging
2026-02-11 20:33:59 +02:00
comfyanonymous
76a7fa96db
Make built in lora training work on anima. ( #12402 )
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2026-02-10 22:04:32 -05:00
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
Yousef Rafat
704e1b5462
small bug fixes
2026-02-09 00:41:01 +02:00
comfyanonymous
039955c527
Some fixes to previous pr. ( #12339 )
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2026-02-06 20:14:52 -05:00
tdrussell
6a26328842
Support fp16 for Cosmos-Predict2 and Anima ( #12249 )
2026-02-06 20:12:15 -05:00
comfyanonymous
eba6c940fd
Make ace step 1.5 base model work properly with default workflow. ( #12337 )
2026-02-06 19:14:56 -05:00
Yousef Rafat
955c00ee38
post-process node
2026-02-06 23:54:27 +02:00
Yousef Rafat
64a52f5585
checkpoint
2026-02-06 20:35:33 +02:00
Yousef Rafat
cdd7ced1e8
model fixes
2026-02-06 19:28:49 +02:00
comfyanonymous
458292fef0
Fix some lowvram stuff with ace step 1.5 ( #12312 )
2026-02-05 19:15:04 -05:00
comfyanonymous
6555dc65b8
Make ace step 1.5 work without the llm. ( #12311 )
2026-02-05 16:43:45 -05:00
Yousef Rafat
f2c0320fe8
fixes to vae and cumesh impl.
2026-02-05 17:19:57 +02:00
comfyanonymous
a50c32d63f
Disable sage attention on ace step 1.5 ( #12297 )
2026-02-04 22:15:30 -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
Yousef Rafat
cd0f7ba64e
apply rope and optimized attention
2026-02-05 02:34:08 +02:00
Yousef Rafat
3002708fe3
needed updates
2026-02-04 14:15:00 +02:00
Yousef Rafat
6624939505
structure model
2026-02-03 22:40:54 +02:00
Yousef Rafat
d6573fd26d
model init working
2026-02-03 21:10:20 +02:00
comfyanonymous
3c1a1a2df8
Basic support for the ace step 1.5 model. ( #12237 )
2026-02-03 00:06:18 -05:00
Yousef Rafat
f76e3a11b5
..
2026-02-02 21:27:15 +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
comfyanonymous
b8f848bfe3
Fix model not working with any res. ( #12186 )
2026-01-31 00:12:48 -05:00
Yousef R. Gamaleldin
6ea2e5b288
init
2026-01-30 23:34:48 +02:00
rattus
6516ab335d
wan-vae: Switch off feature cache for single frame ( #12090 )
...
The code throughout is None safe to just skip the feature cache saving
step if none. Set it none in single frame use so qwen doesn't burn VRAM
on the unused cache.
2026-01-26 19:40:19 -05:00
comfyanonymous
635406e283
Only enable fp16 on z image models that actually support it. ( #12065 )
2026-01-24 22:32:28 -05:00
rattus
4e6a1b66a9
speed up and reduce VRAM of QWEN VAE and WAN (less so) ( #12036 )
...
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* ops: introduce autopad for conv3d
This works around pytorch missing ability to causal pad as part of the
kernel and avoids massive weight duplications for padding.
* wan-vae: rework causal padding
This currently uses F.pad which takes a full deep copy and is liable to
be the VRAM peak. Instead, kick spatial padding back to the op and
consolidate the temporal padding with the cat for the cache.
* wan-vae: implement zero pad fast path
The WAN VAE is also QWEN where it is used single-image. These
convolutions are however zero padded 3d convolutions, which means the
VAE is actually just 2D down the last element of the conv weight in
the temporal dimension. Fast path this, to avoid adding zeros that
then just evaporate in convoluton math but cost computation.
2026-01-23 19:56:14 -05:00
Jukka Seppänen
55bd606e92
LTX2: Refactor forward function for better VRAM efficiency and fix spatial inpainting ( #12046 )
...
* Disable timestep embed compression when inpainting
Spatial inpainting not compatible with the compression
* Reduce crossattn peak VRAM
* LTX2: Refactor forward function for better VRAM efficiency
2026-01-23 15:26:38 -05:00
Omri Marom
d7f3241bf6
qwen_image: propagate attention mask. ( #11966 )
2026-01-22 20:02:31 -05:00
