Commit Graph

57 Commits

Author SHA1 Message Date
Jaret Burkett
1d2523b978 WIP porting to kohya-sdxl. So much to do. 2023-08-15 17:07:34 -06:00
Jaret Burkett
55a5fcc7d9 Added method to get specific keys from model 2023-08-15 14:51:04 -06:00
Jaret Burkett
355c80df07 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
Jaret Burkett
1487d13191 Moved the run job command 2023-08-13 10:25:56 -06:00
Jaret Burkett
383bad958d Added a way to run as a library by passing job dict 2023-08-13 09:54:39 -06:00
Jaret Burkett
196b693cf0 Worked on reference slider script. It is working well currently. Still going to tune it a bit before a writeup though 2023-08-12 17:59:24 -06:00
Jaret Burkett
fd95e7b60c Merge branch 'main' of github.com:ostris/ai-toolkit 2023-08-12 05:59:58 -06:00
Jaret Burkett
379992d89e Various bug fixes and improvements 2023-08-12 05:59:50 -06:00
Jaret Burkett
c7054d714f Finally muted the annoying safety checker notification 2023-08-12 01:38:18 -06:00
Jaret Burkett
1a7e346b41 Added inbuild plugins and made one for image referenced. WIP 2023-08-10 16:02:44 -06:00
Jaret Burkett
df48f0a843 Moved some of the job config into base process so it will be easier to extend extensions 2023-08-10 12:14:05 -06:00
Jaret Burkett
bf90740b59 Fixed numerous issues with traing ESRGAN 2023-08-08 20:03:19 -06:00
Jaret Burkett
ff2c9f3d04 Merge branch 'main' of github.com:ostris/ai-toolkit 2023-08-07 18:05:03 -06:00
Jaret Burkett
8bd536df7e Added training for a custom version of ERSGAN arcitecture. Testing training now 2023-08-07 18:04:23 -06:00
Jaret Burkett
64fbd4c92a Fix some windows dependency issues 2023-08-05 20:28:49 -06:00
Jaret Burkett
8c90fa86c6 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
Jaret Burkett
7e4e660663 Added extensions and an example extension that merges models 2023-08-04 09:37:24 -06:00
Jaret Burkett
b865ac8b24 Various windows bug fixes 2023-08-04 05:51:58 -06:00
Jaret Burkett
66c6f0f6f7 Big refactor of SD runner and added image generator 2023-08-03 14:51:25 -06:00
Jaret Burkett
75ec5d9292 Hotfix to handle latest transformers clip model missing key suddenly 2023-08-02 12:26:18 -06:00
Jaret Burkett
1a25b275c8 Did some work on SD rescaler. Need to run a long test on it eventually. 2023-08-02 07:59:27 -06:00
Jaret Burkett
2bf3e529ce Set gradient checkpointing on unet enabled by default. Help out immensly with sdxl backprop spikes 2023-08-01 15:43:27 -06:00
Jaret Burkett
8b8d53888d Added Model rescale and prepared a release upgrade 2023-08-01 13:49:54 -06:00
Jaret Burkett
63cacf4362 Merge remote-tracking branch 'origin/main' into WIP 2023-07-31 15:14:28 -06:00
Jaret Burkett
c1b1e800df Updated module names to be compatable with ney koyha unet 2023-07-31 13:16:29 -06:00
Jaret Burkett
7726911562 Allow name to be passed through command line 2023-07-31 11:56:57 -06:00
Jaret Burkett
1e50b39442 Work on slider rework 2023-07-28 18:11:10 -06:00
Jaret Burkett
5fc2bb5d9c Information trainer 2023-07-28 08:16:29 -06:00
Jaret Burkett
c7640b0865 WIP diffusers pipeline is weird. Starting to hate sdxl 2023-07-27 17:35:24 -06:00
Jaret Burkett
b2e2e4bf47 Added sd1.5 and 2.1 do the diffusers pipeline flow 2023-07-27 12:34:48 -06:00
Jaret Burkett
596e57a6a6 Pipelines working on SDXL for noise prediction 2023-07-27 11:24:33 -06:00
Jaret Burkett
6ab8b8b0f1 WIP. just need to put it here 2023-07-27 01:46:30 -06:00
Jaret Burkett
d3ad195b51 Added rescaling, locon, sdxl, all kinds of stuff. sdxl is still weird 2023-07-26 16:19:50 -06:00
Jaret Burkett
cb70c03273 SDXL should be working, but I broke something where it is not converging. 2023-07-25 13:50:59 -06:00
Jaret Burkett
7032717294 Added ability to just erase or enhance concepts from a model 2023-07-24 17:33:45 -06:00
Jaret Burkett
61dd818608 Added anchors to regulate the lora 2023-07-24 14:59:16 -06:00
Jaret Burkett
390192c6a1 Moved the base SD training process to a parent class so we can do some more creative stuff without copy pasta 2023-07-24 11:29:39 -06:00
Jaret Burkett
e6fb0229bf Added better optimizer chooised and param support 2023-07-24 09:21:58 -06:00
Jaret Burkett
9367089d48 Added example for slider training that will run as is 2023-07-23 11:24:12 -06:00
Jaret Burkett
434fb22458 Adde dnoise offset 2023-07-22 15:01:01 -06:00
Jaret Burkett
ddcd9069e1 Base for loopback lora training setup, still working on proper sliders 2023-07-21 18:26:02 -06:00
Jaret Burkett
0761656a90 Added my good ole pattern loss. God I love that thing, conv transpose pattern instantly wiped from vae 2023-07-20 15:44:16 -06:00
Jaret Burkett
982e0be7a9 Removed train config, updating it, and added my llvae as pytorch model 2023-07-20 14:12:28 -06:00
Jaret Burkett
557732e7ff Added Critic support to VAE training. Still tweaking and working on it. Many other fixes 2023-07-19 15:57:32 -06:00
Jaret Burkett
6ada328d8d Fixed issues with vgg19 preprocessing. Added yaml support on config file 2023-07-19 06:12:57 -06:00
Jaret Burkett
8d8229dfc0 Handle conversions back to ldm for saving 2023-07-18 19:34:35 -06:00
Jaret Burkett
17c13eef88 Default to only training mse. Did a lot of cleanup with script. Added logging via tensorboard. 2023-07-18 09:40:51 -06:00
Jaret Burkett
94d52572d4 Style and content loss working 2023-07-18 07:47:01 -06:00
Jaret Burkett
439310e4dc Made a very basic vae trainer. 2023-07-17 19:03:50 -06:00
Jaret Burkett
9df7af1720 Adjusted some names and allow to ignore text encoder on extract 2023-07-16 12:52:39 -06:00