ai-toolkit

Add support for ACE-Step 1.5 and ACE-Step 1.5 XL. Also added dataset captioning through the UI. (#785 )

2026-04-09 15:02:03 -06:00

Added a flag to keep loading the image when latents are cached. Useful for DFE and other methods that target pixelspace losses.

2026-06-15 05:31:48 -06:00

keymaps

Fixed issue with grad scaling

2024-07-20 08:21:57 -06:00

memory_management

Deepen offload prefetch pipeline with per-slot events

2026-06-07 16:07:13 -06:00

models

Rework merge_network_on_save to handle dequantization on merging and saving for much more efficient full finetuning.

2026-06-25 13:19:38 -06:00

optimizers

Automagic 3 rework. Stable in my testing.

2026-06-12 07:52:44 -06:00

orig_configs

…

samplers

fix custom_flowmatch_sampler (#783 )

2026-04-13 09:42:05 -06:00

timestep_weighing

Added new timestep weighing strategy

2025-06-04 01:16:02 -06:00

util

Rework merge_network_on_save to handle dequantization on merging and saving for much more efficient full finetuning.

2026-06-25 13:19:38 -06:00

__init__.py

Force HF downloads to show progress bars when output is not a TTY (#909 )

2026-06-24 07:55:38 -06:00

accelerator.py

Fallback unwrapping logic if fails

2025-05-21 03:10:33 -06:00

advanced_prompt_embeds.py

Add support for fine-tuning Hidream O1 (#831 )

2026-05-12 11:15:16 -06:00

assistant_lora.py

fixed huge flux training bug. Added ability to use an assistatn lora

2024-08-14 10:14:13 -06:00

basic.py

Add Mac OS support for Apple Silicon (#770 )

2026-03-30 09:37:47 -06:00

buckets.py

Fixed issue with new bucket scaler

2026-05-28 11:34:16 -06:00

civitai.py

…

clip_vision_adapter.py

Varous bug fixes

2024-07-10 15:20:04 -06:00

config_modules.py

Add ability to pull control images from same folder group

2026-07-08 05:21:31 -06:00

config.py

…

control_generator.py

Add a control generation script.

2026-06-25 10:14:24 -06:00

cuda_malloc.py

…

custom_adapter.py

Prep for future breaking changes in newer versions of transformers library

2026-04-10 12:04:32 -06:00

data_loader.py

Add ability to recover from a truncated image file in the dataset

2026-06-22 05:07:30 -06:00

dataloader_mixins.py

Add ability to pull control images from same folder group

2026-07-08 05:21:31 -06:00

dequantize.py

Improvements for full tuning flux. Added debugging launch config for vscode

2024-10-29 04:54:08 -06:00

ema.py

Increase ema feedback amount. Normalize the dfe 4 image embeds

2025-06-10 08:01:13 -06:00

embedding.py

Work on ipadapters and custom adapters

2024-05-13 06:37:54 -06:00

esrgan_utils.py

…

extension.py

Added support for finetuning OmniGen2.

2025-06-25 13:58:16 -06:00

guidance.py

Add model hooks to polarity loss

2025-04-17 09:00:10 -06:00

ideogram_caption.py

Add a fallback bbox adjustment when json parsing fails on ideogram4 captioner

2026-06-19 07:25:54 -06:00

image_utils.py

Adjust dataloader tester to handle videos to test them

2025-10-21 14:47:23 -06:00

inversion_utils.py

…

ip_adapter.py

Prep for future breaking changes in newer versions of transformers library

2026-04-10 12:04:32 -06:00

job.py

…

kohya_lora.py

Removed all submodules. Submodule free now, yay.

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

kohya_model_util.py

…

layers.py

…

llvae.py

…

logging_aitk.py

Remove future steps from loss log if resuming from an earlier step

2026-05-18 09:23:55 -06:00

lora_special.py

Add ability to set certain layers to full for loras

2026-06-26 13:01:48 -06:00

lorm.py

Various bug fixes and optimizations for quantized training. Added untested custom adam8bit optimizer. Did some work on LoRM (dont use)

2024-11-20 09:16:55 -07:00

losses.py

Small updates and bug fixes for various things

2025-06-03 20:08:35 -06:00

lycoris_special.py

…

lycoris_utils.py

Updated module names to be compatable with ney koyha unet

2023-07-31 13:16:29 -06:00

metadata.py

…

network_mixins.py

Rework merge_network_on_save to handle dequantization on merging and saving for much more efficient full finetuning.

2026-06-25 13:19:38 -06:00

optimizer.py

Added Automagic v3

2026-06-07 12:06:42 -06:00

paths.py

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

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

photomaker_pipeline.py

Initial training script for photomaker training. Needs a little more work.

2024-01-15 18:46:26 -07:00

photomaker.py

Added an experimental clip fusion model that is showing promise for embedding concepts

2024-01-17 13:13:04 -07:00

pipelines.py

Change inpainting mask to zero out on latents instead of image for inpaint area.

2025-03-24 14:16:52 -06:00

pixel_shuffle_encoder.py

Pixel shuffle adapter. Some bug fixes thrown in

2025-03-29 21:15:01 -06:00

print.py

Fixed issue on some systems where Logger didnt have atty

2026-04-16 21:09:52 +00:00

progress_bar.py

…

prompt_utils.py

Made AdvancedPromptEmbeds that is compatable with previous PromptEmbeds functionality, but is more streamlined and can accomidate more model embedding paradigms.

2026-04-11 10:45:47 -06:00

reference_adapter.py

Prep for future breaking changes in newer versions of transformers library

2026-04-10 12:04:32 -06:00

resampler.py

Added a clip vision adapter trainer. Only works for sd15 for now

2023-12-24 13:26:04 -07:00

sampler.py

WIP on mean flow loss. Still a WIP.

2025-06-12 08:00:51 -06:00

saving.py

…

scheduler.py

Modal cloud training support, fixed typo in toolkit/scheduler.py, Schnell training support for Colab, issue #92 , issue #114 (#115 )

2024-08-22 21:25:44 -06:00

sd_device_states_presets.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

stable_diffusion_model.py

Rework merge_network_on_save to handle dequantization on merging and saving for much more efficient full finetuning.

2026-06-25 13:19:38 -06:00

style.py

Bug fixes and little improvements here and there.

2024-06-08 06:24:20 -06:00

timer.py

Show the console log on the job overview in the ui.

2025-03-21 11:45:36 -06:00

train_pipelines.py

…

train_tools.py

Added initial support for f-lite model

2025-05-01 11:15:18 -06:00

unloader.py

Fix text encoder offload bug when caching embeddings (#868 )

2026-06-07 14:09:32 -06:00