Commit Graph

118 Commits

Author SHA1 Message Date
Jaret Burkett
7165f2d25a Work to omprove pixart training 2024-06-23 20:46:48 +00:00
Jaret Burkett
37cebd9458 WIP Ilora 2024-06-14 09:31:01 -06:00
Jaret Burkett
bd10d2d668 Some work on sd3 training. Not working 2024-06-13 12:19:16 -06:00
Jaret Burkett
cb5d28cba9 Added working ilora trainer 2024-06-12 09:33:45 -06:00
Jaret Burkett
3f3636b788 Bug fixes and little improvements here and there. 2024-06-08 06:24:20 -06:00
Jaret Burkett
833c833f28 WIP on SAFE encoder. Work on fp16 training improvements. Various other tweaks and improvements 2024-05-27 10:50:24 -06:00
Jaret Burkett
5a45c709cd Work on ipadapters and custom adapters 2024-05-13 06:37:54 -06:00
Jaret Burkett
10e1ecf1e8 Added single value adapter training 2024-04-28 06:04:47 -06:00
Jaret Burkett
b96913d73c Improvements to dataloader 2024-04-27 09:28:28 -06:00
Jaret Burkett
5da3613e0b Bug fixes and minor features 2024-04-25 06:14:31 -06:00
Jaret Burkett
5a70b7f38d Added pixart sigma support, but it wont work until i address breaking changes with lora code in diffusers so it can be upgraded. 2024-04-20 10:46:56 -06:00
Jaret Burkett
7284aab7c0 Added specialized scaler training to ip adapters 2024-04-05 08:17:09 -06:00
Jaret Burkett
427847ac4c Small tweaks and fixes for specialized ip adapter training 2024-03-26 11:35:26 -06:00
Jaret Burkett
9c1cc9641e Added keep tokens to keep so many tokens in a prompt when dropping 2024-03-18 13:18:25 -06:00
Jaret Burkett
016687bda1 Adapter work. Bug fixes. Auto adjust LR when resuming optimizer. 2024-03-17 10:21:47 -06:00
Jaret Burkett
72de68d8aa WIP on clip vision encoder 2024-03-13 07:24:08 -06:00
Jaret Burkett
b01e8d889a Added stochastic rounding to adafactor. ILora adjustments 2024-03-05 07:07:09 -07:00
Jaret Burkett
337945de9a Added this not that guidance. Added ability to replace prompts. 2024-02-28 20:10:14 -07:00
Jaret Burkett
49c41e6a5f Bug fixes. allow for random negative prompts 2024-02-21 04:51:52 -07:00
Jaret Burkett
93b52932c1 Added training for pixart-a 2024-02-13 16:00:04 -07:00
Jaret Burkett
4ec4025cbb Added adapter modules for text encoders and direct vision 2024-02-12 08:46:18 -07:00
Jaret Burkett
e18e0cb5f8 Added comparitive loss when training clip encoder. Allow selecting clip layer. on ip adapter. Improvements to prior prediction 2024-02-05 07:40:03 -07:00
Jaret Burkett
177c7130ec improved correction of pred norm by targeting the prior 2024-02-01 06:31:04 -07:00
Jaret Burkett
1ae1017748 Bug fixes. added ability to use l1 loss. varous other tests and improvements 2024-01-31 06:30:54 -07:00
Jaret Burkett
92b9c71d44 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
Jaret Burkett
f17ad8d794 various bug fixes. Created an contextual alpha mask module to calculate alpha mask 2024-01-18 16:34:27 -07:00
Jaret Burkett
eebd3c8212 Initial training script for photomaker training. Needs a little more work. 2024-01-15 18:46:26 -07:00
Jaret Burkett
5276975fb0 Added additional config options for custom plugins I needed 2024-01-15 08:31:09 -07:00
Jaret Burkett
e190fbaeb8 Prepwork for ilora 2024-01-12 06:41:15 -07:00
Jaret Burkett
290393f7ae Imporvements to ip weight adaptation. Bug fixes. Added masking to direct guidance loss. Allow importing a file for random triggers. Handle bas meta images with improper sizing. 2024-01-11 12:22:16 -07:00
Jaret Burkett
645b27f97a Bug fixes with ip adapter training. Made a clip pre processor that can be trained with ip adapter to help augment the clip input to squeeze in more detail from a larget input. moved clip processing to the dataloader for speed. 2024-01-04 12:59:38 -07:00
Jaret Burkett
65c08b09c3 Added ability to do cfg during training. Various bug fixes 2024-01-02 11:29:57 -07:00
Jaret Burkett
afc231efc1 Added reference adapters, many bug fixes, more ip adapter work and customizability 2024-01-01 17:15:53 -07:00
Jaret Burkett
bafacf3b65 Initial commit 2023-12-29 13:07:35 -07:00
Jaret Burkett
eeee4a1620 Created a size agnostic feature encoder (SAFE) model to be trained in replace of CLIP for ip adapters. It is mostly conv layers so will hopefully be able to handle facial features better than clip can. Also bug fixes 2023-12-28 12:20:27 -07:00
Jaret Burkett
d11ed7f66c Big fixes and added method to standardize values in both latent and pixel space before feeding into the network. Target values were determined over huge generated regularization sets. 2023-12-26 06:19:48 -07:00
Jaret Burkett
05ae95ca89 Added a clip vision adapter trainer. Only works for sd15 for now 2023-12-24 13:26:04 -07:00
Jaret Burkett
0f8daa5612 Bug fixes, work on maing IP adapters more customizable. 2023-12-24 08:32:39 -07:00
Jaret Burkett
7703e3a15e Fixes for sdxl ip adapter training. Bug fixes 2023-12-21 11:15:58 -07:00
Jaret Burkett
0f597f453e Switched ip adapter dataloader to clip_image paths so the control paths can be used for training assistant adapters while training ip adapters 2023-12-20 10:32:24 -07:00
Jaret Burkett
dfb64b5957 Allow ip adapters to be much more variable in their creation 2023-12-20 06:18:33 -07:00
Jaret Burkett
b653906715 Fixed ip adapter training. Works now 2023-12-17 08:22:59 -07:00
Jaret Burkett
39870411d8 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
Jaret Burkett
eaa0fb6253 Tons of bug fixes and improvements to special training. Fixed slider training. 2023-12-09 16:38:10 -07:00
Jaret Burkett
c2a4b8e058 More timestep fixes 2023-11-28 10:34:08 -07:00
Jaret Burkett
792a5e37e2 Numerous fixes for time sampling. Still not perfect 2023-11-28 07:34:43 -07:00
Jaret Burkett
d7e55b6ad4 Bug fixes, negative prompting during training, hardened catching 2023-11-24 07:25:11 -07:00
Jaret Burkett
4f9cdd916a added prompt dropout to happen indempendently on each TE 2023-11-14 05:26:51 -07:00
Jaret Burkett
1ee62562a4 diffirential guidance is WORKING (from what I can tell) 2023-11-07 19:24:12 -07:00
Jaret Burkett
dc8448d958 Added a way pass refiner ratio to sample config 2023-11-06 09:22:58 -07:00