2194 Commits

Author	SHA1	Message	Date
drozbay	798a21f7e4	Merge 1226e301ad into b633244635	2026-04-30 22:22:19 +00:00
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) ... * 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) ... * 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
drozbay	f959e6bfa1	Merge branch 'master' into 20260322a_ltx_contextwin	2026-04-26 17:01:18 -06:00
ozbayb	4e434bccaa	Create separate latent_retain_index_list to ensure that inplace latent retention doesn't occur on all models when unintended.	2026-04-24 09:47:49 -06:00
Jukka Seppänen	084e08c6e2	Disable sageattention for SAM3 (#13529) ... Causes Nans	2026-04-23 11:14:42 -07:00
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)	2026-04-21 11:02:42 -04:00
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)	2026-04-16 10:11:58 -04:00
Jun Yamog	1de83f91c3	Fix OOM regression in _apply() for quantized models during inference (#13372) ... 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 caused transient VRAM doubling during model movement for FP8/quantized models.	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
comfyanonymous	722bc73319	Make text generation work with ministral model. (#13395) ... Needs template before it works properly.	2026-04-13 20:43:57 -04:00
ozbayb	6442392810	Add defensive dtype cast before sigma step check	2026-04-13 15:19:25 -06:00
comfyanonymous	402ff1cdb7	Fix issue with ernie image. (#13393)	2026-04-13 16:38:42 -04:00
comfyanonymous	c2657d5fb9	Fix typo. (#13382)	2026-04-12 23:37:13 -04:00
ozbayb	6a53695006	LTX2 context windows - Skip guide frames in freenoise shuffle	2026-04-12 20:18:10 -06:00
ozbayb	a8b084ed58	LTX2 context windows - Thread per-modality overlap into fuse weights	2026-04-12 18:42:45 -06:00
ozbayb	f72583d1f3	LTX2 context windows - Move symmetric_patchifier import to module level	2026-04-12 15:46:20 -06:00
ozbayb	d59d6fb7a0	LTX2 context windows - Skip VRAM estimate clamp for packed latents	2026-04-12 15:43:36 -06:00
ozbayb	b348c7fa61	Merge branch '20260322a_ltx_contextwin' of https://github.com/drozbay/ComfyUI into 20260322a_ltx_contextwin	2026-04-12 14:54:00 -06:00
ozbayb	f1f3182be1	LTX2 context windows - Fix audio index mapping for wrapped/strided primary windows ... The previous window-level calculation collapsed wrapped or strided primary windows into a contiguous audio tail, so audio attended to a different temporal region than the video. Replace with per-frame mapping that computes each primary index's audio span independently and concatenates in order.	2026-04-12 14:52:54 -06:00
drozbay	32e9e4a694	Merge branch 'master' into 20260322a_ltx_contextwin	2026-04-12 12:22:31 -06:00
comfyanonymous	31283d2892	Implement Ernie Image model. (#13369)	2026-04-11 22:29:31 -04:00
comfyanonymous	55ebd287ee	Add a supports_fp64 function. (#13368)	2026-04-11 21:06:36 -04:00
ozbayb	ae3830a6d2	LTX2 Context Windows - Collect multimodal methods into WindowingState; Condense execution path to treat all latents as potentially multimodal	2026-04-11 11:31:04 -06:00
Jukka Seppänen	a134423890	SDPose: resize input always (#13349)	2026-04-10 11:26:55 -10:00
ozbayb	88643f3978	Fix logging of guide frame number	2026-04-07 14:11:19 -06:00
ozbayb	d1a9e2e4df	Fix whitespace	2026-04-07 13:25:31 -06:00
ozbayb	d5badc5f38	LTX2 context windows - Clean up unnecessary code	2026-04-07 13:00:38 -06:00
ozbayb	c9edd2d7c0	LTX2 context windows - Add handling for downscaled IC-Lora guide frames	2026-04-07 12:44:28 -06:00
ozbayb	f1acd5bd85	LTX2 context windows - Cleanup: Simplify window data handling, improve variable names, refactor and condense new context window methods to separate execution paths cleanly	2026-04-07 12:43:41 -06:00
huemin	b615af1c65	Add support for small flux.2 decoder (#13314)	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
ozbayb	3a061f4bbf	LTX2 context windows - Cleanup: Simplify IndexListContextHandler standard execute path	2026-04-06 15:13:46 -06:00
ozbayb	874690c01c	LTX2 context windows - Refactor guide logic from context_windows into LTXAV model hooks	2026-04-06 11:44:14 -06:00
ozbayb	350237618d	LTX2 context windows - Cleanup: Remove model specific code from BaseModel. Older LTXV model's guides + context_windows will need to be re-implemented but outside the scope of LTX2 changes	2026-04-06 10:10:19 -06:00
ozbayb	3660533f83	LTX2 context windows - Cleanup: latent_start value is required for context windows with guides	2026-04-06 10:10:19 -06:00
ozbayb	71712472f5	LTX2 context windows - Ensure that inplace latent images are retained properly with the retain index list	2026-04-06 10:10:19 -06:00
ozbayb	9566c18ced	LTX2 context windows - Fix crash when a window doesn't have a guide index	2026-04-06 10:10:19 -06:00
ozbayb	ef61ddfaed	Fix freenoise application for LTXAV context windows, fix audio mapping to context windows	2026-04-06 10:10:19 -06:00
ozbayb	115dbb69d1	LTX2 context windows part 3 - Generalize guide splitting to windows	2026-04-06 10:10:19 -06:00