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Author SHA1 Message Date
Jaret Burkett affa411edc Fixed an issue where Flux.2 model VAE can be left offloaded to CPU when encoding control images while caching latents 2026-03-29 09:49:10 -06:00
Jaret Burkett 6a1fc54779 Add t0 loss target 2026-03-28 13:35:21 -06:00
Jaret Burkett 8302b21f8f Version Bump 2026-03-28 13:23:52 -06:00
Jaret Burkett 5ce87fa48b Version bump 2026-03-27 20:26:31 -06:00
Jaret Burkett 740657e25e Improve dataset uploader. Upload the files one at a time instead of one huge chunk. Show progress for each file. 2026-03-27 09:26:22 -06:00
Jaret Burkett f85bf065bf Use pooler embeddings for DFE v6 with dino v3 2026-03-27 07:02:07 -06:00
Jaret Burkett a802014ec5 Update the torch versions in the README 2026-03-26 12:15:32 -06:00
Jaret Burkett 2782df02c3 Allow HF_HUB_ENABLE_HF_TRANSFER to be set via env variable 2026-03-26 10:45:49 -06:00
Jaret Burkett 2c8d2acdcb On jobs table, sort idle jobs by last updated so recent active ones are at the top 2026-03-26 10:33:17 -06:00
Jaret Burkett 9a77389653 On a new training job, or when editing one, load everything before allowing editing 2026-03-26 10:23:42 -06:00
Jaret Burkett a7bb4ddb2c Work on loss graph. Add smoothed overlay. Allow user to hilite a secton of the graph to zoom into. 2026-03-26 10:05:09 -06:00
Jaret Burkett 401f7df425 Merge branch 'main' of github.com:ostris/ai-toolkit 2026-03-26 09:11:50 -06:00
Jaret Burkett 4df3b0463f Save job pid to the database and sing sigint to kill it when stopping so it stops immediatly. 2026-03-26 09:10:37 -06:00
Jaret Burkett 89d2090962 Fixed race condition that would occasionally set the dataset path to the first one when editing a job 2026-03-25 11:22:42 -06:00
Jaret Burkett 3f7a3d8d87 Shorten stal action to 3 months 2026-03-25 10:42:18 -06:00
Jaret Burkett 45647c15d3 Added github actions to close stale issues automatically. Hopefully it doesnt break things 2026-03-25 10:25:56 -06:00
Jaret Burkett 899ee528f9 Update git ignore 2026-03-25 10:16:36 -06:00
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
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
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
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
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
Jaret Burkett ed36edd85b Bumped docker OS, python version, torch version 2025-12-23 19:44:20 -07:00
Jaret Burkett 57a2ab1299 Add initial support for Qwen Image Edit 2511 2025-12-23 10:53:48 -07:00
Jaret Burkett 9883055684 Fix issue where ui could break if caption is read as a non string. 2025-12-23 09:47:19 -07:00
Jaret Burkett 87edca1b2b Added initial support to initiate lora training from an existing lora 2025-12-22 12:49:15 -07:00
Jaret Burkett 8864ba915e Remove easy-dwpose from the default requierments 2025-12-20 07:16:20 -07:00
Jaret Burkett 113bbd0e3e Fixed an issue with the new version of nextjs with client body size 2025-12-18 19:18:35 -07:00
Jaret Burkett ba00eea7d9 Add loss graph to the ui 2025-12-18 10:08:59 -07:00
Jaret Burkett 3b6c1ade18 Update supporters 2025-12-17 15:20:55 -07:00
Jaret Burkett 26f4f02453 Add support for Z-Image-De-Turbo 2025-12-04 10:03:13 -07:00
Jaret Burkett 2d30dc5d52 Bump version 2025-12-02 21:29:19 -07:00
Jaret Burkett 6c85184441 Set zit training adapter to default to v2 2025-12-02 16:46:05 -07:00
Jaret Burkett e6c5aead3b Fix issue that prevented ramtorch layer offloading with z_image 2025-12-02 16:14:34 -07:00
Jaret Burkett d42f5af2fc Fixed issue with DOP when using Z-Image 2025-11-28 09:36:21 -07:00
Jaret Burkett 08a39754a4 Fixed issue that prevented caching text embeddings on z-image 2025-11-28 09:19:39 -07:00
Jaret Burkett 4e62c38df5 Add support for training Z-Image Turbo with a de-distill training adapter 2025-11-28 08:08:53 -07:00
Jaret Burkett 21bb8a2bf4 Merge pull request #525 from ostris/flux2 
Add support for FLUX.2
 2025-11-25 07:53:36 -08:00
Jaret Burkett 01cf480233 Add FLUX.2 official weights 2025-11-25 08:52:19 -07:00
Jaret Burkett dadbeda197 Update test weights 2025-11-23 10:51:50 -07:00
Jaret Burkett 0b5f3475e2 Merge branch 'main' into flux2 2025-11-23 08:18:35 -07:00
Jaret Burkett 50e5d99545 Fix issue where text encoder was not fully unloaded in some instances 2025-11-19 09:01:00 -07:00
Jaret Burkett 26e4b71b57 Fix issue with parsing image info for sample info on some windows machines. 2025-11-19 08:45:05 -07:00
Jaret Burkett cd607c4902 Fix a bug that can happen if you remove a gpu from your machine. 2025-11-19 08:28:48 -07:00
Jaret Burkett af8e9ea149 Add initial support for FLUX.2 2025-11-18 11:17:38 -07:00
Jaret Burkett 323b4aaf5a Do not copy pin memory if it fails, just move 2025-11-17 18:04:00 +00:00
Jaret Burkett 2e7b2d9926 Added Differential Guidance training target 2025-11-10 09:38:25 -07:00
Jaret Burkett 9b89bab8fe Version bump 2025-11-09 10:11:25 -07:00
Jaret Burkett 6f308fc46e When soing guidance loss, make CFG zero an optional target instead of a forced one. 2025-11-04 09:16:15 -07:00
Jaret Burkett c984369294 Fixed resizing of control image resolution for Qwen Image Edit 2509 when using match_target_res 2025-10-30 06:30:01 -06:00
Jaret Burkett 42e5e3cd1c Adjust DFE to handle 5 dimension latent spaces 2025-10-27 07:48:44 -06:00