ai-toolkit/toolkit
Jaret Burkett af108bb964 Bug fix with dataloader. Added a flag to completly disable sampling 2024-08-12 09:19:40 -06:00
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data_transfer_object Added caching to image sizes so we dont do it every time. 2024-07-15 19:07:41 -06:00
keymaps Fixed issue with grad scaling 2024-07-20 08:21:57 -06:00
models Add a mergable linear to the mid of ilora 2024-07-20 21:17:53 -06:00
orig_configs Added refiner fine tuning. Works, but needs some polish. 2023-11-05 17:15:03 -07:00
samplers Added ability to set timesteps to linear for flowmatching schedule 2024-08-11 13:06:08 -06:00
util Added support for pixart sigma loras 2024-06-16 11:56:30 -06:00
__init__.py Initial commit 2023-07-05 16:44:58 -06:00
basic.py Added reference adapters, many bug fixes, more ip adapter work and customizability 2024-01-01 17:15:53 -07:00
buckets.py A lot of pixart sigma training tweaks 2024-07-28 11:23:18 -06:00
civitai.py Added ability to use civit ai url ar model name and built a model downloader and cache manager for it 2023-08-13 13:09:51 -06:00
clip_vision_adapter.py Varous bug fixes 2024-07-10 15:20:04 -06:00
config.py Added specialized scaler training to ip adapters 2024-04-05 08:17:09 -06:00
config_modules.py Bug fix with dataloader. Added a flag to completly disable sampling 2024-08-12 09:19:40 -06:00
cuda_malloc.py Memory optimizations. Default to using cudamalloc when torch 2.0 for mem allocation 2023-09-12 04:30:23 -06:00
custom_adapter.py Switch back to old ilora 2024-07-29 07:22:05 -06:00
data_loader.py Bug fix with dataloader. Added a flag to completly disable sampling 2024-08-12 09:19:40 -06:00
dataloader_mixins.py Added flux training. Still a WIP. Wont train right without rectified flow working right 2024-08-02 15:00:30 -06:00
ema.py Adjustments to loading of flux. Added a feedback to ema 2024-08-07 13:17:26 -06:00
embedding.py Work on ipadapters and custom adapters 2024-05-13 06:37:54 -06:00
esrgan_utils.py Added training for a custom version of ERSGAN arcitecture. Testing training now 2023-08-07 18:04:23 -06:00
extension.py Added inbuild plugins and made one for image referenced. WIP 2023-08-10 16:02:44 -06:00
guidance.py New image generation img2img. various tweaks and fixes 2024-07-24 04:13:41 -06:00
image_utils.py Change img multiplier math 2024-07-30 11:33:41 -06:00
inversion_utils.py Various bug fixes, wip stuff, and tweaks 2023-11-02 18:19:20 -06:00
ip_adapter.py Various features and fixes. Too much brain fog to do a proper description 2024-07-18 07:34:14 -06:00
job.py Moved the run job command 2023-08-13 10:25:56 -06:00
kohya_model_util.py Hotfix to handle latest transformers clip model missing key suddenly 2023-08-02 12:26:18 -06:00
layers.py Complete reqork of how slider training works and optimized it to hell. Can run entire algorythm in 1 batch now with less VRAM consumption than a quarter of it used to take 2023-08-05 18:46:08 -06:00
llvae.py Bug fixes. Added some functionality to help with private extensions 2023-10-05 07:09:34 -06:00
lora_special.py 8 bit training working on flux 2024-08-06 11:53:27 -06:00
lorm.py Added gradient accumulation finally 2023-10-28 13:14:29 -06:00
losses.py Fixes to esrgan trainer. Moved logic for sd prompt embeddings out of diffusers pipeline so I can manipulate it 2023-09-16 17:41:07 -06:00
lycoris_special.py Improved lorm extraction and training 2023-10-28 08:21:59 -06:00
lycoris_utils.py Updated module names to be compatable with ney koyha unet 2023-07-31 13:16:29 -06:00
metadata.py Many bug fixes. Ip adapter bug fixes. Added noise to unconditional, it works better. added an ilora adapter for 1 shotting LoRAs 2024-01-28 08:20:03 -07:00
network_mixins.py 8 bit training working on flux 2024-08-06 11:53:27 -06:00
optimizer.py Bug fixes and little improvements here and there. 2024-06-08 06:24:20 -06:00
paths.py Added refiner fine tuning. Works, but needs some polish. 2023-11-05 17:15:03 -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
photomaker_pipeline.py Initial training script for photomaker training. Needs a little more work. 2024-01-15 18:46:26 -07:00
pipelines.py Added flux training instructions 2024-08-10 14:10:02 -06:00
progress_bar.py implemented device placement preset system more places. Vastly improved speed on setting network multiplier and activating network. Fixed timing issues on progress bar 2023-09-14 08:31:54 -06:00
prompt_utils.py Added training for pixart-a 2024-02-13 16:00:04 -07:00
reference_adapter.py Some work on sd3 training. Not working 2024-06-13 12:19:16 -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 New image generation img2img. various tweaks and fixes 2024-07-24 04:13:41 -06:00
saving.py Added training for pixart-a 2024-02-13 16:00:04 -07:00
scheduler.py Added doffusers schedulers 2023-10-29 12:39:50 -06:00
sd_device_states_presets.py More guidance work. Improved LoRA module resolver for unet. Added vega mappings and LoRA training for it. Various other bigfixes and changes 2023-12-15 06:02:10 -07:00
stable_diffusion_model.py Fixed issue for vaes without a shift 2024-08-11 10:30:55 -06:00
style.py Bug fixes and little improvements here and there. 2024-06-08 06:24:20 -06:00
timer.py Massive speed increases and ram optimizations 2023-10-10 06:07:55 -06:00
train_pipelines.py Information trainer 2023-07-28 08:16:29 -06:00
train_tools.py Updates to flow matching algo 2024-08-07 15:04:17 +00:00