989e7a9bb7
Remove the process_denoise_mask hook and instead align the mask blend with token timesteps in scale_latent_inpaint
2026-08-15 12:26:54 -06:00
5d77b0b5bb
Merge remote-tracking branch 'origin/master' into minimax-h3-latent-noise-masks
2026-08-15 11:47:06 -06:00
55b6a9b11d
Fix thinking handling ( #15611 )
2026-08-14 15:17:18 -04:00
7fe8a61385
Speedup Gemma4 text generation (CORE-371) ( #15054 )
2026-08-13 21:12:55 -04:00
5c295fd9c6
Merge branch 'master' into minimax-h3-latent-noise-masks
2026-08-13 14:44:53 -06:00
e01fb4c56b
Add MiniMaxH3AddGuide for anchoring image and audio guides at any frame ( #15439 )
2026-08-13 15:55:36 -04:00
03fa4e48ba
Fix minimax music not working on non dynamic vram. ( #15588 )
2026-08-13 15:47:44 -04:00
ddbaa87528
minimax: early detect qkv vs q,k,v ( #15581 )
...
avoid a commit charge surge on non-dynamic windows due to double linear
creation.
2026-08-13 13:08:08 -04:00
af3d2153a7
llama: fix non-local x path ( #15580 )
2026-08-13 12:21:26 -04:00
efd4e951a0
Implement Minimax Music 3 + Core Support for Cuda Graphs ( #15570 )
2026-08-13 12:10:08 -04:00
addd479729
Fix Generate Text ignoring thinking=false on Gemma4 E2B/E4B ( #15278 )
2026-08-12 22:44:14 -04:00
2220d111c8
Query pytorch for aotriton support instead of listing its lib directory ( #15412 )
2026-08-12 21:40:11 -04:00
725e6ec606
Support anima tunes with extra blocks. ( #15555 )
2026-08-12 16:22:50 -04:00
bd34f338ac
Fix float64 device in ltx diffusion decoder. ( #15516 )
2026-08-12 03:55:08 -04:00
27bca654eb
Fix KSamplerAdvanced with add_noise disabled on nested latents ( #15447 )
2026-08-11 17:58:00 -04:00
024cbc5fc1
Remove potentially problematic process_tokens method. ( #15507 )
2026-08-11 16:45:52 -04:00
bbb4b04caa
Don't depend on transformers for mistral and llama tokenizers. ( #15503 )
2026-08-11 15:54:44 -04:00
d9f9d2ba12
Fix some clip vision regression. ( #15506 )
2026-08-11 15:54:15 -04:00
2a19bbf014
Fix for broken tiled audio decode. ( #15502 )
2026-08-11 14:07:32 -04:00
57ce8e1a27
Add support for LTX 2.5 ( #15499 )
...
---------
Co-authored-by: kijai <40791699+kijai@users.noreply.github.com>
2026-08-11 13:47:39 -04:00
62b3c94bd4
Fix peak memory issue with H3. ( #15486 )
2026-08-11 02:09:29 -07:00
bf4c9a08fc
Implement comfy kitchen attention. ( #15479 )
...
Add a ModelAttentionBackend node to manually select the attention for models in the workflows. Currently supports pytorch attention or comfy kitchen attention.
Add --use-ck-attention to enable comfy kitchen attention as the default attention backend for all models (might break some).
2026-08-10 22:03:08 -07:00
4f3544d131
Make cu130 warning more visible. ( #15463 )
2026-08-10 23:25:01 -04:00
8fd5a68176
Merge branch 'master' into minimax-h3-latent-noise-masks
2026-08-09 23:34:39 -04:00
2a68ce33b4
Optimize MiniMax-H3 VAE ( #15446 )
2026-08-09 14:24:48 -04:00
a2980c2927
Bound video and audio masks to 8 bit level values to limit number of distinct token labels
2026-08-08 22:06:04 -06:00
cbbc9dab1f
Make a context manager for cast_bias_weight and use it. ( #14750 )
2026-08-08 22:38:34 -04:00
355e8d29d5
Gate audio and video masks from being treated as fractional very near to upper and lower value bounds
2026-08-08 16:38:13 -06:00
28aa924e81
Allow fractional mask values for MiniMax-H3
2026-08-08 16:38:13 -06:00
cd84f47efe
Make it easier to debug nested tensors. ( #15383 )
2026-08-07 22:14:04 -04:00
877b5b8862
Merge branch 'master' into minimax-h3-latent-noise-masks
2026-08-07 14:30:07 -04:00
344b43989e
Support asym w4a8_int ( #15308 )
...
* support asym w4a8_int
* Simplify
* Fixes
2026-08-07 08:32:57 -07:00
93cb5edb98
Fix audio carry to wrappers ( #15390 )
2026-08-07 08:30:21 -07:00
2340099d93
Fix full offload on minimax audio vae. ( #15377 )
2026-08-07 00:26:16 -04:00
a464ac3358
feat: Support Wan-Animate2 (CORE-358) ( #15362 )
2026-08-06 21:08:16 -04:00
3c4749976b
Support per-token video and audio latent noise masks on MiniMax-H3
...
Video masks snap to the 2x2 latent patch grid, audio masks to whole
latent frames, both rounded to binary.
2026-08-06 16:22:29 -06:00
88fec4b605
Skip creating useless noise in res_multistep sampler. ( #15339 )
2026-08-06 18:17:44 -04:00
bdcb886a47
Fix sampler issues for audio with minimax, support more samplers. ( #15243 )
2026-08-06 13:36:34 -07:00
563b98eefb
Fix MiniMax H3 latent noise mask sampling ( #15322 )
2026-08-05 23:47:13 -04:00
15989f87ca
Speedup LTX and Wan ( #15138 )
2026-08-05 21:15:48 -04:00
bbda83647d
Support int8_convrot VAE ( #15334 )
2026-08-05 21:12:23 -04:00
40dbdc1bef
restore SDPA non-cudnn small attention bypass ( #15296 )
...
This is performance critical for ACE step.
2026-08-04 15:25:25 -04:00
16e3f3034f
fix(minimax): cast raw parameters to input device in H3 VAEs ( #15268 )
2026-08-03 19:06:12 -04:00
e377e26304
Don't pin too much memory on Linux systems with no swap partition. ( #15266 )
2026-08-03 16:29:47 -04:00
57500fc5bc
feat: Support MiniMax-H3 (CORE-375) ( #15224 )
2026-08-02 22:28:29 -04:00
b53e247c94
rename comfy/logging.py to comfy/internal_logging.py ( #15231 )
...
This avoids name collision (circular imports) for external custom nodes,
for which the comfy path is pushed into sys.path so Python's own logging module
is shadowed otherwise.
fixes : #15229
2026-08-02 16:20:27 -04:00
611f2a4e0f
fix pin registration priority ( #15226 )
...
This priority scheme was broken in the case where you have pin
registration exhaustion while loading a VBAR that gets a big evicition.
The weight would stay in the loaded set but inherit the MRU priority
against other workflow models WRT pin registration which leads to async
offload without pinning.
Fix by universally promiting active pin registration above workflow
pins without concern for the weights/weights-loaded split. This diverges
from the actual budgeting where the split still makes sense.
2026-08-02 08:16:06 -07:00
8084083d4b
comfy-aimdo 0.4.11 ( #15215 )
...
Changes:
Remove sequential scan hint
Prefer NVML pressure on windows
Add async malloc clamp option (unused by comfy so far)
Workaround AMD windows GPU virtual address space leak
The largest change is the NVML pressure, which works around a cuMemGetInfo
drift from actual VRAM in some circumstances.
2026-08-02 06:55:37 -04:00
f06a187f50
Handle case where swap memory query fails on windows. ( #15219 )
2026-08-02 01:12:12 -04:00
532a16f3b9
Disable gradients on diffusion models. ( #15218 )
2026-08-01 20:15:51 -07:00
drozbay
Jukka Seppänen
comfyanonymous
rattus
Alexander Brown
Alex Harper
Alexis Rolland
blepping
endman100
rivadart
Oliver Freyermuth