kijai
cbaa07bf05
Merge remote-tracking branch 'upstream/master' into gemma4
2026-04-30 14:29:14 +03:00
blepping
a164c82913
Add high quality preview support for Flux2 latents ( #13496 )
2026-04-29 19:37:30 -04:00
Talmaj
5eeae3f1d8
Cogvideox ( #13402 )
...
---------
Co-authored-by: kijai <40791699+kijai@users.noreply.github.com>
Co-authored-by: Talmaj Marinc <talmaj@comfy.org>
2026-04-29 19:30:08 -04:00
Jukka Seppänen
0e25a6936e
Reduce video tiny VAE peak VRAM and decode time (CORE-127) ( #13617 )
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* Update taehv.py
* Simplify
* Simplify pixel_unshuffle dispatch
2026-04-29 12:15:10 -07:00
rattus
fce0398470
dynamicVRAM + --cache-ram 2 (CORE-117) ( #13603 )
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* pinned_memory: remove JIT RAM pressure release
This doesn't work, as freeing intermediates for pins needs to be
higher-priority than freeing pins-for-pins if and when you are going
to do that. So this is too late as pins-for-pins is model load time
and we dont have JIT pins-for-pins.
* cacheing: Add a filter to only free intermediates from inactive wfs
This is to get priorities in amongst pins straight.
* mm: free inactive-ram from RAM cache first
Stuff from inactive workflows should be freed before anything else.
* caching: purge old ModelPatchers first
Dont try and score them, just dump them at the first sign of trouble
if they arent part of the workflow.
2026-04-28 19:15:02 -04:00
rattus
b47f15f25a
fix: Handle un-inited meta-tensors in models (fixes a CPU TE crash) (CORE-67) ( #13578 )
2026-04-27 22:22:31 -04:00
kijai
4257b8f35c
Use embed scale class instead of buffer
...
Slight difference to HF, but technically more accurate and simpler code
2026-04-27 19:05:38 +03:00
Jukka Seppänen
084e08c6e2
Disable sageattention for SAM3 ( #13529 )
...
Causes Nans
2026-04-23 11:14:42 -07:00
kijai
8ce12e26dd
Merge remote-tracking branch 'upstream/master' into gemma4
2026-04-23 11:42:34 +03:00
Jukka Seppänen
749d5b4e8d
feat: SAM (segment anything) 3.1 support (CORE-34) ( #13408 )
2026-04-23 00:07:43 -04:00
rattus
ec4b1659ab
ModelPatcherDynamic: force cast stray weights on comfy layers ( #13487 )
...
the mixed_precision ops can have input_scale parameters that are used
in tensor math but arent a weight or bias so dont get proper VRAM
management. Treat these as force-castable parameters like the non comfy
weight, random params are buffers already are.
2026-04-22 18:13:38 -04:00
blepping
9949c19c63
Derive InterruptProcessingException from BaseException ( #13523 )
2026-04-22 18:08:19 -04:00
Octopus
cc6f9500a1
fix: use Parameter assignment for Stable_Zero123 cc_projection weights ( fixes #13492 ) ( #13518 )
...
On Windows with aimdo enabled, disable_weight_init.Linear uses lazy
initialization that sets weight and bias to None to avoid unnecessary
memory allocation. This caused a crash when copy_() was called on the
None weight attribute in Stable_Zero123.__init__.
Replace copy_() with direct torch.nn.Parameter assignment, which works
correctly on both Windows (aimdo enabled) and other platforms.
2026-04-22 15:05:43 -07:00
Jukka Seppänen
eb22225387
Support standalone LTXV audio VAEs ( #13499 )
2026-04-21 10:46:37 -07:00
comfyanonymous
ad94d47221
Make the ltx audio vae more native. ( #13486 )
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2026-04-21 11:02:42 -04:00
kijai
11162f9e74
Merge remote-tracking branch 'upstream/master' into gemma4
2026-04-21 16:53:00 +03:00
kijai
80af032762
Code cleanup
2026-04-21 16:44:27 +03:00
comfyanonymous
3d816db07f
Some optimizations to make Ernie inference a bit faster. ( #13472 )
2026-04-18 23:02:29 -04:00
Jukka Seppänen
b9dedea57d
feat: SUPIR model support (CORE-17) ( #13250 )
2026-04-18 23:02:01 -04:00
Bedovyy
b41ab53b6f
Use ErnieTEModel_ not ErnieTEModel. ( #13431 )
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2026-04-16 10:11:58 -04:00
Jun Yamog
1de83f91c3
Fix OOM regression in _apply() for quantized models during inference ( #13372 )
...
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Skip unnecessary clone of inference-mode tensors when already inside
torch.inference_mode(), matching the existing guard in set_attr_param.
The unconditional clone introduced in 20561aa9
2026-04-15 02:10:36 -07:00
comfyanonymous
cb0bbde402
Fix ernie on devices that don't support fp64. ( #13414 )
2026-04-14 22:54:47 -04:00
kijai
35987d7061
Merge remote-tracking branch 'upstream/master' into gemma4
2026-04-15 01:10:23 +03:00
comfyanonymous
722bc73319
Make text generation work with ministral model. ( #13395 )
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Needs template before it works properly.
2026-04-13 20:43:57 -04:00
kijai
845eb14425
Handle thinking tokens different only for Gemma4
2026-04-13 23:40:52 +03:00
comfyanonymous
402ff1cdb7
Fix issue with ernie image. ( #13393 )
2026-04-13 16:38:42 -04:00
kijai
e0cccbd4c9
Fix image encoder attention mask type
...
So it works with basic attention
2026-04-13 23:29:27 +03:00
comfyanonymous
c2657d5fb9
Fix typo. ( #13382 )
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2026-04-12 23:37:13 -04:00
kijai
387e8d8a4c
small fixes
2026-04-12 18:27:26 +03:00
kijai
ba3a484c06
Add fp8 scaled embedding support
2026-04-12 18:16:21 +03:00
kijai
0fc398a821
Various fixes
2026-04-12 18:11:07 +03:00
kijai
abff4cf3d6
Update sd.py
2026-04-12 16:55:37 +03:00
kijai
411b26ec71
Merge remote-tracking branch 'upstream/master' into gemma4
2026-04-12 16:55:23 +03:00
kijai
17ccff25be
Cleanup
2026-04-12 16:53:12 +03:00
kijai
6b803abe5a
update comment
2026-04-12 16:30:49 +03:00
comfyanonymous
31283d2892
Implement Ernie Image model. ( #13369 )
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2026-04-11 22:29:31 -04:00
comfyanonymous
55ebd287ee
Add a supports_fp64 function. ( #13368 )
2026-04-11 21:06:36 -04:00
Jukka Seppänen
a134423890
SDPose: resize input always ( #13349 )
2026-04-10 11:26:55 -10:00
kijai
6718be09ba
cleanup, enable fused rms norm by default
2026-04-10 15:28:26 +03:00
kijai
05eaceafa1
Cleanup, video fixes
2026-04-07 12:37:29 +03:00
huemin
b615af1c65
Add support for small flux.2 decoder ( #13314 )
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2026-04-07 03:44:18 -04:00
comfyanonymous
40862c0776
Support Ace Step 1.5 XL model. ( #13317 )
2026-04-07 03:13:47 -04:00
kijai
93e8635110
parity with reference implementation
...
outputs can 100% match transformers with same sdpa flags, checkpoint this and then optimize
2026-04-07 01:15:04 +03:00
kijai
832753f497
initial gemma4 support
2026-04-03 03:46:45 +03:00
comfyanonymous
0c63b4f6e3
Remove dead code. ( #13251 )
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2026-04-01 20:22:06 -04:00
comfyanonymous
e2ddf28d78
Fix some fp8 scaled checkpoints no longer working. ( #13239 )
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2026-03-31 14:27:17 -07:00
rattus
8d723d2caa
Fix/tweak pinned memory accounting ( #13221 )
...
* mm: Lower windows pin threshold
Some workflows have more extranous use of shared GPU memory than is
accounted for in the 5% pin headroom. Lower this for safety.
* mm: Remove pin count clearing threshold.
TOTAL_PINNED_MEMORY is shared between the legacy and aimdo pinning
systems, however this catch-all assumes only the legacy system exists.
Remove the catch-all as the PINNED_MEMORY buffer is coherent already.
2026-03-29 16:43:24 -07:00
Jukka Seppänen
a500f1edac
CORE-13 feat: Support RT-DETRv4 detection model ( #12748 )
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2026-03-28 23:34:10 -04:00
comfyanonymous
3f77450ef1
Fix #13214 ( #13216 )
2026-03-28 22:35:59 -04:00
rattus
b353a7c863
Integrate RAM cache with model RAM management ( #13173 )
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2026-03-27 21:34:16 -04:00
