26 Commits

Author	SHA1	Message	Date
octo-patch	ce6b8b72de	fix: clone latent before TAESD preview decode to prevent corruption (fixes #13366) ... The TAESD preview decoders (TAESDPreviewerImpl and TAEHVPreviewerImpl) were passing tensor views (slices) of x0 directly to the decoder. This allowed the decoder's internal operations to potentially modify the original latent in-place, corrupting the midsampling latent. The fix clones the sliced tensor before passing it to the decoder, ensuring the original x0 is never affected by any in-place operations within the preview decode path. This specifically addresses the case where lighttaew2_1.safetensors (WanVAE) is used as the TAESD preview decoder for models using the Wan21 latent format (e.g., QwenImage), where the full VAE decode pipeline could write back to the input slice.	2026-04-13 12:39:51 +08:00
Jukka Seppänen	3365ad18a5	Support LTX2 tiny vae (taeltx_2) (#11929)	2026-01-21 23:03:51 -05:00
Dr.Lt.Data	dbd330454a	feat(preview): add per-queue live preview method override (#11261) ... - Add set_preview_method() to override live preview method per queue item - Read extra_data.preview_method from /prompt request - Support values: taesd, latent2rgb, none, auto, default - "default" or unset uses server's CLI --preview-method setting - Add 44 tests (37 unit + 7 E2E)	2025-12-15 15:57:39 -08:00
Jukka Seppänen	b907085709	Support video tiny VAEs (#10884) ... * Support video tiny VAEs * lighttaew scaling fix * Also support video taes in previews Only first frame for now as live preview playback is currently only available through VHS custom nodes. * Support Wan 2.1 lightVAE * Relocate elif block and set Wan VAE dim directly without using pruning rate for lightvae	2025-11-28 19:40:19 -05:00
comfyanonymous	f16219e3aa	Add cheap latent preview for flux 2. (#10907) ... Thank you to the person who calculated them. You saved me a percent of my time.	2025-11-26 04:00:43 -05:00
Bradley Reynolds	1210d094c7	Convert latents_ubyte to 8-bit unsigned int before converting to CPU (#6300) ... * Convert latents_ubyte to 8-bit unsigned int before converting to CPU * Only convert to unint8 if directml_enabled	2025-01-28 08:22:54 -05:00
Chenlei Hu	0fd4e6c778	Lint unused import (#5973) ... * Lint unused import * nit * Remove unused imports * revert fix_torch import * nit	2024-12-09 15:24:39 -05:00
comfyanonymous	bdeb1c171c	Fast previews for mochi.	2024-11-10 03:39:35 -05:00
comfyanonymous	a9e459c2a4	Use torch.nn.functional.linear in RGB preview code. ... Add an optional bias to the latent RGB preview code.	2024-09-29 11:27:49 -04:00
Silver	f067ad15d1	Make live preview size a configurable launch argument (#4649) ... * Make live preview size a configurable launch argument * Remove import from testing phase * Update cli_args.py	2024-09-03 19:16:38 -04:00
Dr.Lt.Data	df7db0e027	support TAESD3 (#3738)	2024-06-16 02:03:53 -04:00
comfyanonymous	04b308229e	Small refactor of preview code.	2024-05-31 11:18:37 -04:00
comfyanonymous	58c9838274	Speed up TAESD preview.	2024-05-24 02:37:57 -04:00
comfyanonymous	6c23854f54	Fix OSX latent2rgb previews.	2024-05-22 13:56:28 -04:00
comfyanonymous	4ae1515f14	Slightly faster latent2rgb previews.	2024-05-19 17:42:35 -04:00
comfyanonymous	f37a47110b	Make --preview-method auto default to the fast latent2rgb previews.	2024-05-19 11:45:36 -04:00
comfyanonymous	03f4cfb7cd	Replace more prints with logging.	2024-03-11 00:58:49 -04:00
comfyanonymous	cd4fc77d5f	Add taesd and taesdxl to VAELoader node. ... They will show up if both the taesd_encoder and taesd_decoder or taesdxl model files are present in the models/vae_approx directory.	2023-11-21 12:54:19 -05:00
Jedrzej Kosinski	41b07ff8d7	Fix TAESD preview to only decode first latent, instead of all	2023-10-29 13:30:23 -05:00
Yukimasa Funaoka	9eb621c95a	Supports TAESD models in safetensors format	2023-10-10 13:21:44 +09:00
comfyanonymous	bf3fc2f1b7	Refactor sampling related code.	2023-09-27 16:45:22 -04:00
comfyanonymous	61b1f67734	Support models without previews.	2023-09-16 12:59:54 -04:00
comfyanonymous	ccb6b70de1	Move image encoding outside of sampling loop for better preview perf.	2023-07-19 18:06:58 -04:00
Dr.Lt.Data	9caab9380d	fix: Image.ANTIALIAS is no longer available. (#847) ... * modify deprecated api call * prevent breaking old Pillow users * change LANCZOS to BILINEAR	2023-07-08 02:36:48 -04:00
comfyanonymous	cef6aa62b2	Add support for TAESD decoder for SDXL.	2023-06-25 02:38:14 -04:00
comfyanonymous	a3a713b6c5	Refactor previews into one command line argument. ... Clean up a few things.	2023-06-06 02:13:05 -04:00