GitLab

* Update testing_utils.py

* Update testing_utils.py

* harmonize the module structure for models in tests

* make the folders modules.

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Co-authored-by: YiYi Xu <yixu310@gmail.com>

* add

* remove transformer

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Co-authored-by: yiyixuxu <yixu310@gmail,com>

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Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>

move sigma to device
Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

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Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Alvaro Somoza <somoza.alvaro@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

add missing param

* update

* update

* updaet

* add tests and docs

* clean up

* add to toctree

* fix copies

* pr review feedback

* fix copies

* fix tests

* update docs

* update

* update

* update docs

* update

* update

* update

* update

fix

add ipo and hinge loss to dpo trainer

* add is_flaky to test_model_cpu_offload_forward_pass

* style

* update

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Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* update

* update

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

* Update train_diffusion_dpo.py

Address #6702

* Update train_diffusion_dpo_sdxl.py

* Empty-Commit

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

Fix bug in ResnetBlock2D.forward when not USE_PEFT_BACKEND and using scale_shift for time emb where the lora scale  gets overwritten.
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* load cumprod tensor to device
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>

* fixing ci
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>

* make fix-copies
Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>

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Signed-off-by: woshiyyya <xiaoyunxuan1998@gmail.com>

update

* udpate slices

* up

* hopefully last one

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Co-authored-by: yiyixuxu <yixu310@gmail,com>

* Fix mixed precision fine-tuning for text-to-image-lora-sdxl example.

* fix text_encoder_two bug.

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Co-authored-by: Sajad Norouzi <sajadn@dev-dsk-sajadn-2a-87239470.us-west-2.amazon.com>

* Update lora.md with a more accurate description of rank

* Update docs/source/en/training/lora.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* move transformer scripts to transformers modules

* move transformer model test

* move prior transformer test to  directory

* fix doc path

* correct doc path

* add: __init__.py

* Add unload_textual_inversion

* Fix dicts in tokenizer

* Fix quality

* Apply suggestions from code review
Co-authored-by: YiYi Xu <yixu310@gmail.com>

* Fix variable name after last update

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Co-authored-by: YiYi Xu <yixu310@gmail.com>

Change os.path to pathlib

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

* fix minsnr implementation for v-prediction case

* format code

* always compute snr when snr_gamma is specified

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

* feat: explicitly tag to diffusers when using push_to_hub

* remove tags.

* reset repo.

* Apply suggestions from code review
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* fix: tests

* fix: push_to_hub behaviour for tagging from save_pretrained

* Apply suggestions from code review
Co-authored-by: Lucain <lucainp@gmail.com>

* Apply suggestions from code review
Co-authored-by: Lucain <lucainp@gmail.com>

* import fixes.

* add library name to existing model card.

* add: standalone test for generate_model_card

* fix tests for standalone method

* moved library_name to a better place.

* merge create_model_card and generate_model_card.

* fix test

* address lucain's comments

* fix return identation

* Apply suggestions from code review
Co-authored-by: Lucain <lucainp@gmail.com>

* address further comments.

* Update src/diffusers/pipelines/pipeline_utils.py
Co-authored-by: Lucain <lucainp@gmail.com>

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Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Lucain <lucainp@gmail.com>

* Add UFOGenScheduler with diffusers imports changed from relative to absolute.

* make style

* Add community README entry for UFOGenScheduler.

* initial commit for unconditional/class-conditional consistency training script

* make style

* Add entry for consistency training script in community README.

* Move consistency training script from community to research_projects/consistency_training

* Add requirements.txt and README to research_projects/consistency_training directory.

* Manually revert community README changes for consistency training.

* Fix path to script after moving script to research projects.

* Add option to load U-Net weights from pretrained model.

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Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* update

* update

* update

update

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

* add animatediff vid2vid to docs

* Update docs/source/en/api/pipelines/animatediff.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* apply suggestions from review

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* uvit2d

* fix

* fix?

* add correct paper

* fix paths

* update abstract

* begin animatediff img2video and video2video

* revert animatediff to original implementation

* add img2video as pipeline

* update

* add vid2vid pipeline

* update imports

* update

* remove copied from line for check_inputs

* update

* update examples

* add multi-batch support

* fix __init__.py files

* move img2vid to community

* update community readme and examples

* fix

* make fix-copies

* add vid2vid batch params

* apply suggestions from review
Co-Authored-By: Dhruv Nair <dhruv.nair@gmail.com>

* add test for animatediff vid2vid

* torch.stack -> torch.cat
Co-Authored-By: Dhruv Nair <dhruv.nair@gmail.com>

* make style

* docs for vid2vid

* update

* fix prepare_latents

* fix docs

* remove img2vid

* update README to :main

* remove slow test

* refactor pipeline output

* update docs

* update docs

* merge community readme from :main

* final fix i promise

* add support for url in animatediff example

* update example

* update callbacks to latest implementation

* Update src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* Update src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* fix merge

* Apply suggestions from code review

* remove callback and callback_steps as suggested in review

* Update tests/pipelines/animatediff/test_animatediff_video2video.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* fix import error caused due to unet refactor in #6630

* fix numpy import error after tensor2vid refactor in #6626

* make fix-copies

* fix numpy error

* fix progress bar test

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Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* sd1.5 support in separate script

A quick adaptation to support people interested in using this method on 1.5 models.

* sd15 prompt text encoding and unet conversions

as per @linoytsaban 's recommendations. Testing would be appreciated,

* Readability and quality improvements

Removed some mentions of SDXL, and some arguments that don't apply to sd 1.5, and cleaned up some comments.

* make style/quality commands

* tracker rename and run-it doc

* Update examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py

* Update examples/advanced_diffusion_training/train_dreambooth_lora_sd15_advanced.py

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Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>