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Commit Graph

4 Commits

Author SHA1 Message Date
Thomas Liang
0cc5630945 [Chore] Fix Colab notebook links in README.md (#7495) 2024-03-27 12:36:36 -10:00
Linoy Tsaban
83062fb872 [Advanced DreamBooth LoRA SDXL] Support EDM-style training (follow up of #7126) (#7182)
* add edm style training

* style

* finish adding edm training feature

* import fix

* fix latents mean

* minor adjustments

* add edm to readme

* style

* fix autocast and scheduler config issues when using edm

* style

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-03-14 18:40:14 +05:30
Linoy Tsaban
01ee0978cc [advanced dreambooth lora sdxl] add DoRA training feature (#7072)
* add is_dora arg

* style

* add dora training feature to sd 1.5 script

* added notes about DoRA training

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-03-04 11:07:54 +01:00
Linoy Tsaban
65329aed98 [advanced dreambooth lora sdxl script] new features + bug fixes (#6691)
* add noise_offset param

* micro conditioning - wip

* image processing adjusted and moved to support micro conditioning

* change time ids to be computed inside train loop

* change time ids to be computed inside train loop

* change time ids to be computed inside train loop

* time ids shape fix

* move token replacement of validation prompt to the same section of instance prompt and class prompt

* add offset noise to sd15 advanced script

* fix token loading during validation

* fix token loading during validation in sdxl script

* a little clean

* style

* a little clean

* style

* sdxl script - a little clean + minor path fix

sd 1.5 script - change default resolution value

* ad 1.5 script - minor path fix

* fix missing comma in code example in model card

* clean up commented lines

* style

* remove time ids computed outside training loop - no longer used now that we utilize micro-conditioning, as all time ids are now computed inside the training loop

* style

* [WIP] - added draft readme, building off of examples/dreambooth/README.md

* readme

* readme

* readme

* readme

* readme

* readme

* readme

* readme

* removed --crops_coords_top_left from CLI args

* style

* fix missing shape bug due to missing RGB if statement

* add blog mention at the start of the reamde as well

* Update examples/advanced_diffusion_training/README.md

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* change note to render nicely as well

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
2024-02-03 17:33:43 +02:00