Jaret Burkett
5d5a8ef9da
Fixed issue with deleting datasets and jobs with newer version of node.js. Bumped minimum version of node js to 20
2026-03-25 10:04:36 -06:00
Jaret Burkett
dfde30f231
Fix issue with ltx2 custom te repo path
2026-03-25 09:50:18 -06:00
Jaret Burkett
b8000dbcbc
Bump version
2026-03-25 08:18:42 -06:00
Rodrigo Reis
54f4732c9b
Fix the bug in temporal_compression data loader ( #754 )
2026-03-25 08:16:44 -06:00
Jaret Burkett
7f3309b291
Add support for audo frame count so datasets can have varrying length videos. Varous ltx 2.3 VAE optimizations such as removing tiling articacts, and doing frame split encoding to reduce vram on encoding/decoding.
2026-03-24 12:20:09 -06:00
Rasmus Lerdorf
4ad14d211a
Add an import config button ( #733 )
2026-03-23 15:41:27 -06:00
Remix
7a0bbca5b1
Fix random_noise_multiplier ( #738 )
...
Apply random_noise_multiplier to noise.
2026-03-23 15:22:16 -06:00
Rayane
99a4a5887b
Fix Qwen attention mask crash with diffusers >=0.37 ( #748 )
...
* Fix Qwen Image mask handling
* Fix Qwen attention mask crash with diffusers >=0.37
diffusers v0.37 (PR #12987 ) optimizes all-ones attention masks to None
in encode_prompt() when there is no padding. This breaks ai-toolkit's
Qwen extensions which call .to() on the mask unconditionally.
Fix: reconstruct the all-ones mask at the boundary (get_prompt_embeds)
right after encode_prompt() returns. This keeps the rest of the code
unchanged and works with both old and new diffusers versions.
Also removes redundant duplicate mask assignments in qwen_image_edit
and qwen_image_edit_plus.
Fixes #740
2026-03-23 14:43:08 -06:00
Jaret Burkett
295094b4b5
Fixed new breaking change in diffusers with with qwen image
2026-03-23 14:10:55 -06:00
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
