ai-toolkit

loaders

Add sapiens2 matting as a mask generator. Begin transition to model paths and model folders.

2026-05-20 08:56:16 -06:00

v2

Move z_image over to the new modeling class

2026-07-13 17:12:30 -06:00

wan21

Add cached conditioning recovery to wan 22 5b model

2026-07-10 10:22:24 -06:00

auraflow.py

Partial implementation for training auraflow.

2024-07-12 12:11:38 -06:00

autoencoder_tiny_with_pooled_exits.py

Improvements to VAE trainer. Allow CLIP loss.

2025-07-24 06:50:56 -06:00

base_model.py

Fix issue where the log lone for samples would double up sometimes

2026-07-17 08:11:32 -06:00

block.py

Added training for a custom version of ERSGAN arcitecture. Testing training now

2023-08-07 18:04:23 -06:00

clip_fusion.py

Work on additional image embedding methods. Finalized zipper resampler. It works amazing

2024-02-10 09:00:05 -07:00

clip_pre_processor.py

Adjustments to the clip preprocessor. Allow merging in new weights for ip adapters so you can change the arcitecture while maintaining as much data as possible

2024-01-06 11:56:53 -07:00

cogview4.py

Added ability to add models to finetune as plugins. Also added flux2 new arch via that method.

2025-03-27 16:07:00 -06:00

control_lora_adapter.py

More work on mean flow loss. Moved it to an adapter. Still not functioning properly though.

2025-06-16 07:17:35 -06:00

decorator.py

Added training for an experimental decoratgor embedding. Allow for turning off guidance embedding on flux (for unreleased model). Various bug fixes and modifications

2024-12-15 08:59:27 -07:00

diffusion_feature_extraction.py

Added pure lpips dfe

2026-05-31 11:52:03 -06:00

DoRA.py

Fix adapter scalar handling under torch.compile (#946 )

2026-07-15 11:07:55 -06:00

FakeVAE.py

DEF for fake vae and adjust scaling

2025-09-12 18:09:08 -06:00

flux_sage_attn.py

Added support for full finetuning flux with randomized param activation. Examples coming soon

2024-11-21 13:05:32 -07:00

flux.py

More work on mean flow loss. Moved it to an adapter. Still not functioning properly though.

2025-06-16 07:17:35 -06:00

i2v_adapter.py

Cleanup

2025-04-18 11:44:49 -06:00

ilora2.py

Various experiments and minor bug fixes for edge cases

2025-04-25 13:44:38 -06:00

ilora.py

Remove ip adapter submodule

2025-04-18 09:59:42 -06:00

llm_adapter.py

Various experiments and minor bug fixes for edge cases

2025-04-25 13:44:38 -06:00

lokr.py

remove unicode (#955 )

2026-07-16 16:20:16 -06:00

LoRAFormer.py

Remove ip adapter submodule

2025-04-18 09:59:42 -06:00

mean_flow_adapter.py

Work on mean flow. Minor bug fixes. Omnigen improvements

2025-06-26 13:46:20 -06:00

pixtral_vision.py

Quick patch to scope xformer imports until a better solution

2024-09-28 15:36:42 -06:00

redux.py

Added support for training flux redux adapters

2024-11-21 20:01:52 -07:00

RRDB.py

Fixed numerous issues with traing ESRGAN

2023-08-08 20:03:19 -06:00

sapiens2.py

Add sapiens2 matting as a mask generator. Begin transition to model paths and model folders.

2026-05-20 08:56:16 -06:00

single_value_adapter.py

Removed all submodules. Submodule free now, yay.

2025-04-18 10:39:15 -06:00

size_agnostic_feature_encoder.py

WIP on SAFE encoder. Work on fp16 training improvements. Various other tweaks and improvements

2024-05-27 10:50:24 -06:00

sref.py

Avoid loading state dict for automagic for now until I can sort out some issues

2025-02-26 17:03:14 -07:00

subpixel_adapter.py

small bug fixes

2025-03-30 20:09:40 -06:00

te_adapter.py

Remove ip adapter submodule

2025-04-18 09:59:42 -06:00

te_aug_adapter.py

Remove ip adapter submodule

2025-04-18 09:59:42 -06:00

tipsv2.py

Add ability to do hidden states with tipsv2

2026-06-22 11:00:04 -06:00

vd_adapter.py

Remove ip adapter submodule

2025-04-18 09:59:42 -06:00

zipper_resampler.py

Work on additional image embedding methods. Finalized zipper resampler. It works amazing

2024-02-10 09:00:05 -07:00