* fix issue that training flux controlnet was unstable and validation results were unstable
* del unused code pieces, fix grammar
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Co-authored-by: Your Name <you@example.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Update train_controlnet_flux.py
Fix the problem of inconsistency between size of image and size of validation_image which causes np.stack to report error.
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* add train flux-controlnet scripts in example.
* fix error
* fix subfolder error
* fix preprocess error
* Update examples/controlnet/README_flux.md
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* Update examples/controlnet/README_flux.md
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* fix readme
* fix note error
* add some Tutorial for deepspeed
* fix some Format Error
* add dataset_path example
* remove print, add guidance_scale CLI, readable apply
* Update examples/controlnet/README_flux.md
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* update,push_to_hub,save_weight_dtype,static method,clear_objs_and_retain_memory,report_to=wandb
* add push to hub in readme
* apply weighting schemes
* add note
* Update examples/controlnet/README_flux.md
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* make code style and quality
* fix some unnoticed error
* make code style and quality
* add example controlnet in readme
* add test controlnet
* rm Remove duplicate notes
* Fix formatting errors
* add new control image
* add model cpu offload
* update help for adafactor
* make quality & style
* make quality and style
* rename flux_controlnet_model_name_or_path
* fix back src/diffusers/pipelines/flux/pipeline_flux_controlnet.py
* fix dtype error by pre calculate text emb
* rm image save
* quality fix
* fix test
* fix tiny flux train error
* change report to to tensorboard
* fix save name error when test
* Fix shrinking errors
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Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Your Name <you@example.com>
