Commit Graph
987 Commits
Author SHA1 Message Date
Jaret Burkett 5642b656b9 Fix audio issues with ltx2 models. Silent codec fails now raised. Auto convert surround sound audio to stereo. Invalidate old caches just to be safe so they recache now. 2026-03-23 20:08:33 +00:00
Jaret Burkett 561e6f201c Fixed an issue with ltx 2.3 i2v training 2026-03-23 12:41:18 -06:00
Jaret Burkett 330059d8a1 version bump 2026-03-23 11:01:16 -06:00
Jaret Burkett e91827f9be Change gemma repo to lightricks one that is not gated 2026-03-23 11:00:32 -06:00
Jaret Burkett 253cb31362 Fix issue with video and images with no audio on ltx models 2026-03-22 22:09:23 -06:00
Jaret Burkett 4a3d317e2b Fix issue with using the default text encoder with ltx 2.3 2026-03-22 18:53:59 -06:00
Jaret Burkett 859635e95b Add support for training LTX 2.3 (#745)
* Initial support for ltx 2.3. Still needs a lot of testing to make sure it is all right.

* bump version

* Handle lora renaming keys for new ltx 2.3 layers
2026-03-22 17:56:59 -06:00
Jaret Burkett 7e1fdc3844 Remove the 0.1 floor for amplification 2026-03-22 09:01:58 -06:00
Jaret Burkett 0f075fc45e Adjust signal amplification target. Allow signal amplification strength in config. 2026-03-22 08:30:13 -06:00
Jaret Burkett dcd98dc0d5 Add signal amplification 2026-03-21 07:44:18 -06:00
Jaret Burkett 35b1cde3cb Fixed issue on z-image that prevented training at a larger batch size 2026-03-10 15:43:25 -06:00
Jaret Burkett 4909b809c7 Fixed issue with audio loss multiplier. 2026-03-10 15:16:09 -06:00
Jaret Burkett 06ef3d343a add ability to use batch noise correction during training 2026-03-10 09:05:57 -06:00
Jaret Burkett b04c64e0f8 Add a dino version of DFE 2026-03-04 08:20:37 -07:00
Jaret Burkett 9dee42fc09 Updated supporters 2026-03-03 08:04:37 -07:00
Jaret Burkett 35978df8a3 Adjust defaults for ui graph to get and show all losses 2026-03-02 10:27:15 -07:00
Jaret Burkett 57d407cfd4 Add support for training lodestones/Zeta-Chroma 2026-03-01 12:52:29 -07:00
Jaret Burkett 40f995f616 Add method to do continuious lora merging in for low vram full finetuning. 2026-02-26 09:00:41 -07:00
Jaret Burkett de7d22c9be Version bump 2026-02-19 11:58:15 -07:00
Jaret Burkett 1c74ca5d22 Add audio_loss_multiplier to scale audio loss to larger values if desired. 2026-02-19 11:57:44 -07:00
Jaret Burkett 3632656cda make DFE work with more VAEs 2026-02-18 09:46:37 -07:00
Jaret Burkett a055947d56 Add signal_correction_noise_scale to config to scale the signal correction strength 2026-02-07 12:04:21 -07:00
Jaret Burkett 454722cc97 Add signal correction noise 2026-02-07 09:49:55 -07:00
Jaret Burkett e82cf6eec2 Fixed issue that prevented full fine-tuning of flux2 models when using gradient checkpointing 2026-02-06 16:18:43 -07:00
Jaret Burkett 1422789452 Improved the method to augment random noise 2026-02-06 15:44:10 -07:00
Jaret Burkett 115f0a3670 Fixed error with wan models when caching text embeddings 2026-02-06 14:26:53 -07:00
Jaret Burkett 5c37db04f9 Added ability to activate experimental blank stabilization during training to zero out latents with blank prompts. 2026-02-04 13:00:03 -07:00
Jaret Burkett 42acb0d4be Build out an audio player card in preperation for audio datasets and samples. 2026-02-03 08:15:55 -07:00
Jaret Burkett 50664c2421 Version bump 2026-01-28 12:55:32 -07:00
Jaret Burkett 1ce2428722 Shrink text embeds to max token length for LTX-2. Drastically reduces cached text embedding sizes 2026-01-28 12:54:49 -07:00
Jaret Burkett ea912d2d7b Increase default sample steps from 25 to 30 for z_image 2026-01-27 09:39:21 -07:00
Jaret Burkett 2db090144a Add support for Z-Image 2026-01-27 09:34:46 -07:00
Jaret Burkett 9ef6f1a828 Increase client body size to 100 gb 2026-01-24 12:44:17 -07:00
Jaret Burkett f29272ee90 Update diffusers version with dgx 2026-01-19 14:06:38 -07:00
Jaret Burkett a6da9e37ac Add support for FLUX.2 klein base models 2026-01-17 17:46:25 -07:00
Jaret Burkett 0efed794b4 Fix issue where flux2 would ignore single control image on training 2026-01-17 20:26:35 +00:00
Jaret Burkett e132dbae76 Add number of repeats for a dataset in the ui 2026-01-15 08:03:31 -07:00
Jaret Burkett e40d7ac605 Ignore i2v on ltx is training on images 2026-01-14 18:46:27 -07:00
Jaret Burkett 9848de7946 Fix issue with ltx cached latents if there is no audio. 2026-01-14 17:27:01 -07:00
Jaret Burkett 73dedbf662 Do caching of latents, first frame and audio when caching latents for LTX2 2026-01-14 11:05:23 -07:00
Jaret Burkett 64fe29b182 Support img 2 vid training for ltx-2 2026-01-13 19:04:56 -07:00
Jaret Burkett 5b5aadadb8 Add LTX-2 Support (#644)
* WIP, adding support for LTX2

* Training on images working

* Fix loading comfy models

* Handle converting and deconverting lora so it matches original format

* Reworked ui to habdle ltx and propert dataset default overwriting.

* Update the way lokr saves to it is more compatable with comfy

* Audio loading and synchronization/resampling is working

* Add audio to training. Does it work? Maybe, still testing.

* Fixed fps default issue for sound

* Have ui set fps for accurate audio mapping on ltx

* Added audio procession options to the ui for ltx

* Clean up requirements
2026-01-13 04:55:30 -07:00
Jaret Burkett 6870ab490f Add 4 bit ARA for qwen image 2512 2026-01-01 20:16:56 -07:00
Jaret Burkett 926097aa4c Added 3bit ARA for qwen image 2512 2026-01-01 06:51:49 -07:00
Jaret Burkett 4d5a649a7d Added initial support for Qwen-Image-2512 2025-12-31 06:11:56 -07:00
Jaret Burkett 0d5c181843 Fixed issue where the control images would sometimes be ignored on qwen_image_edit_2511 2025-12-30 16:40:49 +00:00
Jaret Burkett 356449ec3f bump diffusers version 2025-12-26 11:18:23 -07:00
raziel2001au 90fc99f486 Separate dependencies for DGX OS devices (#610) 2025-12-26 08:32:26 -07:00
Jaret Burkett a767b82b60 Fixed issue with new logger when ooming 2025-12-25 16:57:34 +00:00
Jaret Burkett 8edf1e44c5 Added 3 bit accuracy recovery adapter for qwen image edit 2511 2025-12-24 05:33:47 -07:00