Commit Graph

647 Commits

Author SHA1 Message Date
comfyanonymous b058ec6528 Support Yue2 music model. (#16250) 2026-09-11 19:34:44 -04:00
poorpaper 421a1c245c Fix MiniMax H3 denoise masks (#15988) 2026-09-08 14:25:33 -07:00
Jukka Seppänen 488e8f8ab8 feat: Pixal3D multiview model support (CORE-421) (#16048) 2026-09-08 11:18:45 -07:00
rattus 00d34d92fe Comfy Aimdo 0.5.3 + Memory compiler fixes (#16180) 2026-09-08 12:32:43 -04:00
comfyanonymous f5ed117b88 Remove useless code. (#16169) 2026-09-07 19:27:58 -04:00
Jukka Seppänen e308cc73b4 Add Sparse Attention node (#16072)
* support VSA

* BlockSparseAttention node

* Add extra_tokens

* cleanup

* cleanup
2026-09-05 21:18:15 -04:00
comfyanonymous 5c23fb7b6c Remove now unnecessary minimax memory workaround. (#16103) 2026-09-04 13:27:35 -04:00
rattus 804eb5513a Introduce Comfy Compiler (CORE-389) (#15861) 2026-09-04 13:18:39 -04:00
comfyanonymous 0eb098b591 Lower peak trellis workflow vram and ram usage. (#16054) 2026-09-03 19:01:51 -04:00
ussoewwin 2035799189 Fix SAM3 segmentation head receiving 4 FPN levels when scalp=1 (#15979) 2026-09-02 14:47:17 -07:00
comfyanonymous 3258eb3a4d Disable ck attention when fp32 + low_precision_attention False. (#16029) 2026-09-01 19:59:29 -04:00
Jukka Seppänen 02aa70781a Allow using references with MiniMax-H3 Fun Union and fix prefetch race condition (#16020) 2026-09-01 19:09:42 -04:00
T8star-Aix 3216c62e99 Support SenseNova U1.5 (CORE-411) (#15922) 2026-08-31 20:05:53 -07:00
comfyanonymous d3eaf6adb3 Minimax h3 controlnet as a model patch instead of a controlnet. (#15975) 2026-08-31 19:44:42 -04:00
Jukka Seppänen 2504e68d4d MiniMax-H3: Support PDD LoRA (#15908) 2026-08-28 18:12:36 -04:00
Jukka Seppänen 82f839f5e7 feat: Support Sam3d-body (CORE-35) (#14370) 2026-08-22 22:08:22 -04:00
Jukka Seppänen 0e65cb9071 feat: Support Pixal3d and TRELLIS2 (CORE-278) (CORE-199) (CORE-236) (CORE-312) (#14718) 2026-08-21 20:32:25 -04:00
Barish Ozbay ff6c8a8af1 Support per-token video and audio latent noise masks on MiniMax-H3 (#15375) 2026-08-17 23:18:18 -04:00
Barish Ozbay e01fb4c56b Add MiniMaxH3AddGuide for anchoring image and audio guides at any frame (#15439) 2026-08-13 15:55:36 -04:00
rattus 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
rattus efd4e951a0 Implement Minimax Music 3 + Core Support for Cuda Graphs (#15570) 2026-08-13 12:10:08 -04:00
comfyanonymous bd34f338ac Fix float64 device in ltx diffusion decoder. (#15516) 2026-08-12 03:55:08 -04:00
Alexis Rolland 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
comfyanonymous 62b3c94bd4 Fix peak memory issue with H3. (#15486) 2026-08-11 02:09:29 -07:00
comfyanonymous 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
Jukka Seppänen 2a68ce33b4 Optimize MiniMax-H3 VAE (#15446) 2026-08-09 14:24:48 -04:00
Jukka Seppänen 93cb5edb98 Fix audio carry to wrappers (#15390) 2026-08-07 08:30:21 -07:00
comfyanonymous 2340099d93 Fix full offload on minimax audio vae. (#15377) 2026-08-07 00:26:16 -04:00
Jukka Seppänen a464ac3358 feat: Support Wan-Animate2 (CORE-358) (#15362) 2026-08-06 21:08:16 -04:00
Jukka Seppänen bdcb886a47 Fix sampler issues for audio with minimax, support more samplers. (#15243) 2026-08-06 13:36:34 -07:00
Jukka Seppänen 15989f87ca Speedup LTX and Wan (#15138) 2026-08-05 21:15:48 -04:00
Jukka Seppänen bbda83647d Support int8_convrot VAE (#15334) 2026-08-05 21:12:23 -04:00
rivadart 16e3f3034f fix(minimax): cast raw parameters to input device in H3 VAEs (#15268) 2026-08-03 19:06:12 -04:00
Jukka Seppänen 57500fc5bc feat: Support MiniMax-H3 (CORE-375) (#15224) 2026-08-02 22:28:29 -04:00
comfyanonymous a1c421994c Expand k, v when attention backend would fall back to math because gqa. (#15190) 2026-07-31 15:17:56 -07:00
Barish Ozbay e651b7bef5 Fix LTXAV crash when sampling without an audio latent (#15132) 2026-07-28 20:24:08 -07:00
Jukka Seppänen c38171ddb9 Support Pruna LTX VAE (#15129) 2026-07-28 18:25:55 -04:00
Jukka Seppänen a3572c4832 Allow using float fps for LTXVEmptyLatentAudio (#15106) 2026-07-27 13:04:14 -07:00
Jukka Seppänen 806e092ed4 Fix MageFlow on cards that don't support bf16 (#15081) 2026-07-25 21:01:51 -04:00
comfyanonymous f966a2b38c Optimize ideogram model using comfy kitchen rms rope. (#15080) 2026-07-25 15:09:26 -04:00
Jukka Seppänen 45ffd5430b feat: Support MageFlow (CORE-372) (#15026) 2026-07-24 23:14:01 -04:00
rattus f8a3fd9d79 upscalers: convert latent_upsampler model to DynamicVram (#15063)
These were alll non-dynamic (some non-ModelPatcher) code path calling
FreeMemory for management requiring up-front memory freeing. Convert it
to dynamic to avoid legacy free behaviour mixing into otherwise
dynamic workflows.
2026-07-24 13:34:40 -07:00
comfyanonymous 7c59a078d6 Use comfy kitchen rope functions in ltx models. (#15056) 2026-07-24 15:17:31 -04:00
comfyanonymous 0cb84e7e6e Make Ernie use comfy kitchen rms rope (#15055) 2026-07-23 22:06:52 -04:00
comfyanonymous 2e47082c8e Make z image/lumina 2 models use comfy kitchen rms rope. (#15036) 2026-07-22 15:34:27 -04:00
comfyanonymous 947c2749dd Use optimized rms_rope function in joyai image model. (#15018) 2026-07-21 20:02:45 -07:00
Barish Ozbay ac3a7a654f Add native Uni3C Controlnet support for Wan models (CORE-365) (#14946)
* Add native Uni3C controlnet support for Wan models

* Dispatch double_block patches in all Wan model variants

* Remove unused grid_sizes assignment in CameraWanModel, WanModel_S2V, HumoWanModel, and AnimateWanModel
2026-07-21 15:44:14 +03:00
comfyanonymous c9602625e4 Implement regular and timestep zero reference images to krea 2 for ostris and identity edit ref loras. (#14843) 2026-07-18 17:12:18 -07:00
comfyanonymous 0f42ba5146 Support anima lllite control models. (#14954)
Put them in the models/model_patches folder. Use the new AnimaLLLiteApply node.
2026-07-17 07:36:21 -07:00
comfyanonymous 71b73e3b2b Speed up anima a bit. (#14953) 2026-07-16 19:44:02 -07:00