* Improve the performance and suitable for NPU
* Improve the performance and suitable for NPU computing
* Improve the performance and suitable for NPU
* Improve the performance and suitable for NPU
* Improve the performance and suitable for NPU
* Improve the performance and suitable for NPU
---------
Co-authored-by: 蒋硕 <jiangshuo9@h-partners.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* Fixed local variable noise_pred_text referenced before assignment when using PAG with guidance scale and guidance rescale at the same time.
* Fixed style.
* Made returning text pred noise an argument.
* Removed int8 to float32 conversion (`* 2.0 - 1.0`) from `train_transforms` as it caused image overexposure.
Added `_resize_for_rectangle_crop` function to enable video cropping functionality. The cropping mode can be configured via `video_reshape_mode`, supporting options: ['center', 'random', 'none'].
* The number 127.5 may experience precision loss during division operations.
* wandb request pil image Type
* Resizing bug
* del jupyter
* make style
* Update examples/cogvideo/README.md
* make style
---------
Co-authored-by: --unset <--unset>
Co-authored-by: Aryan <aryan@huggingface.co>
* Support bfloat16 for Upsample2D
* Add test and use is_torch_version
* Resolve comments and add decorator
* Simplify require_torch_version_greater_equal decorator
* Run make style
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@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
---------
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Your Name <you@example.com>
* bugfix: precedence of operations should be slicing -> tiling
* fix typo
* fix another typo
* deprecate current implementation of tiled_encode and use new impl
* Update src/diffusers/models/autoencoders/autoencoder_kl.py
Co-authored-by: YiYi Xu <yixu310@gmail.com>
* Update src/diffusers/models/autoencoders/autoencoder_kl.py
---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
* flux controlnet mode to take into account batch size
* incorporate yiyixuxu's suggestions (cleaner logic) as well as clean up control mode handling for multi case
* fix
* fix use_guidance when controlnet is a multi and does not have config
---------
Co-authored-by: Christopher Beckham <christopher.j.beckham@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
