Yousef Rafat
0ebeac98a7
removed unnecessary vae float32 upcast
2026-04-08 19:08:26 +02:00
Yousef Rafat
2cb06431e8
fix for conditioning
2026-04-07 23:02:33 +02:00
Yousef Rafat
57b306464e
texture generation works
2026-04-03 01:22:38 +02:00
Yousef Rafat
5559569735
..
2026-03-27 20:52:23 +02:00
Yousef Rafat
22dcd81fb3
fixed color addition
2026-03-25 23:51:54 +02:00
Yousef Rafat
56e52e5d03
work on txt gen
2026-03-24 02:44:03 +02:00
Yousef Rafat
def8947e75
shape working
2026-03-20 18:37:11 +02:00
Yousef Rafat
5d2548822c
.
2026-03-20 02:36:01 +02:00
Yousef Rafat
011f624dd5
post-process rewrite + light texture model work
2026-03-11 20:11:58 +02:00
Yousef Rafat
44adb27782
working version
2026-03-10 22:27:10 +02:00
Yousef Rafat
7d444a4fcc
resolution logit
2026-02-27 22:22:07 +02:00
Yousef Rafat
39270fdca9
removed unnecessary code + optimizations + progres
2026-02-25 23:54:03 +02:00
Yousef Rafat
f31c2e1d1d
vae shape decode fixes
2026-02-25 04:26:33 +02:00
Yousef Rafat
a2c8a7aab5
.
2026-02-24 14:53:54 +02:00
Yousef Rafat
2a27c3b417
progressing
2026-02-23 01:40:56 +02:00
Yousef R. Gamaleldin
30db88dd64
Merge branch 'master' into trellis2
2026-02-23 00:09:46 +02:00
Yousef Rafat
c9f5c788a7
bunch of fixes
2026-02-22 23:47:49 +02:00
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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2026-02-22 03:18:20 -05:00
comfyanonymous
f266b8d352
Move LTXAV av embedding connectors to diffusion model. ( #12569 )
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2026-02-21 22:29:58 -05:00
Yousef Rafat
253ee4c02c
fixes
2026-02-22 01:25:10 +02:00
rattus
0bfb936ab4
comfy-aimdo 0.2 - Improved pytorch allocator integration ( #12557 )
...
Integrate comfy-aimdo 0.2 which takes a different approach to
installing the memory allocator hook. Instead of using the complicated
and buggy pytorch MemPool+CudaPluggableAlloctor, cuda is directly hooked
making the process much more transparent to both comfy and pytorch. As
far as pytorch knows, aimdo doesnt exist anymore, and just operates
behind the scenes.
Remove all the mempool setup stuff for dynamic_vram and bump the
comfy-aimdo version. Remove the allocator object from memory_management
and demote its use as an enablment check to a boolean flag.
Comfy-aimdo 0.2 also support the pytorch cuda async allocator, so
remove the dynamic_vram based force disablement of cuda_malloc and
just go back to the old settings of allocators based on command line
input.
2026-02-21 10:52:57 -08:00
Terry Jia
f394af8d0f
feat: add gradient-slider display mode for FLOAT inputs ( #12536 )
...
* feat: add gradient-slider display mode for FLOAT inputs
* fix: use precise type annotation list[list[float]] for gradient_stops
Amp-Thread-ID: https://ampcode.com/threads/T-019c7eea-be2b-72ce-a51f-838376f9b7a7
---------
Co-authored-by: Jedrzej Kosinski <kosinkadink1@gmail.com>
Co-authored-by: bymyself <cbyrne@comfy.org>
2026-02-20 22:52:32 -08:00
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
comfyanonymous
5f2117528a
Force min length 1 when tokenizing for text generation. ( #12538 )
2026-02-19 22:57:44 -05:00
comfyanonymous
0301ccf745
Small cleanup and try to get qwen 3 work with the text gen. ( #12537 )
2026-02-19 22:42:28 -05:00
Yousef Rafat
6191cd86bf
trellis2conditioning and a hidden bug
2026-02-19 22:05:33 +02:00
Jukka Seppänen
6d11cc7354
feat: Add basic text generation support with native models, initially supporting Gemma3 ( #12392 )
2026-02-18 20:49:43 -05:00
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
rattus
58dcc97dcf
ops: limit return of requants ( #12506 )
...
This check was far too broad and the dtype is not a reliable indicator
of wanting the requant (as QT returns the compute dtype as the dtype).
So explictly plumb whether fp8mm wants the requant or not.
2026-02-17 15:32:27 -05:00
chaObserv
44f8598521
Fix anima LLM adapter forward when manual cast ( #12504 )
2026-02-17 07:56:44 -08:00
comfyanonymous
c39653163d
Fix anima preprocess text embeds not using right inference dtype. ( #12501 )
2026-02-17 00:29:20 -05:00
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
comfyanonymous
4454fab7f0
Remove code to support RMSNorm on old pytorch. ( #12499 )
2026-02-16 20:09:24 -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
rattus
c0370044cd
MPDynamic: force load flux img_in weight (Fixes flux1 canny+depth lora crash) ( #12446 )
...
* lora: add weight shape calculations.
This lets the loader know if a lora will change the shape of a weight
so it can take appropriate action.
* MPDynamic: force load flux img_in weight
This weight is a bit special, in that the lora changes its geometry.
This is rather unique, not handled by existing estimate and doesn't
work for either offloading or dynamic_vram.
Fix for dynamic_vram as a special case. Ideally we can fully precalculate
these lora geometry changes at load time, but just get these models
working first.
2026-02-15 20:30:09 -05:00
Yousef Rafat
91fa563b21
rewriting conditioning logic + model code addition
2026-02-16 01:53:53 +02:00
comfyanonymous
e1ede29d82
Remove unsafe pickle loading code that was used on pytorch older than 2.4 ( #12473 )
...
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2026-02-14 22:53:52 -05:00
krigeta
dc9822b7df
Add working Qwen 2512 ControlNet (Fun ControlNet) support ( #12359 )
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2026-02-13 22:23:52 -05:00
comfyanonymous
712efb466b
Add left padding to LTXAV text encoder. ( #12456 )
2026-02-13 21:56:54 -05:00
comfyanonymous
726af73867
Fix some custom nodes. ( #12455 )
2026-02-13 20:21:10 -05:00
comfyanonymous
831351a29e
Support generating attention masks for left padded text encoders. ( #12454 )
2026-02-13 20:15:23 -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
rattus
8902907d7a
dynamic_vram: Training fixes ( #12442 )
2026-02-13 15:29:37 -05:00
