* move unets to  module 🦋

* parameterize unet-level import.

* fix flax unet2dcondition model import

* models __init__

* mildly depcrecating models.unet_2d_blocks in favor of models.unets.unet_2d_blocks.

* noqa

* correct depcrecation behaviour

* inherit from the actual classes.

* Empty-Commit

* backwards compatibility for unet_2d.py

* backward compatibility for unet_2d_condition

* bc for unet_1d

* bc for unet_1d_blocks

* update

* update

* update

* update

* update

* update

* update

* clean up

* clean up

fix

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

…6638)

make config file local too.

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update'

* update

* update

* update

* update

* update

* update

* up

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* up

* update

* update

* update

* update

* update'

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

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* update

* update

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* update

* update

* update

* update

* update

* update

* update

* update

* update

* clean

* update

* update

* clean up

* clean up

* update

* clean

* clean

* update

* updaet

* clean up

* fix docs

* update

* update

* Revert "update"

This reverts commit dbfb8f1.

* update

* update

* update

* update

* fix controlnet

* fix scheduler

* fix controlnet tests

…ectified Flow (#6057)

* Add instaflow community pipeline

* Make styling fixes

* Add lora

* Fix formatting

* Add docs

* Update README.md

* Update README.md

* Remove do LORA

* Update readme

* Update README.md

* Update README.md

---------

Co-authored-by: Sayak Paul <[email protected]>
Co-authored-by: Patrick von Platen <[email protected]>

* add instantid pipeline

* format

* Update README.md

* Update README.md

* format

---------

Co-authored-by: ResearcherXman <[email protected]>
Co-authored-by: Sayak Paul <[email protected]>

* add en file

* translate 1-118 lines

* add text

* add toctree

* fix

* fix typo

* fix link

* Update pipeline_controlnet_sd_xl.py

* Update pipeline_controlnet_xs_sd_xl.py

…_advanced.py) (#6449)

* 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

---------

Co-authored-by: Linoy Tsaban <[email protected]>

* 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 <[email protected]>

* add test for animatediff vid2vid

* torch.stack -> torch.cat

Co-Authored-By: Dhruv Nair <[email protected]>

* 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 <[email protected]>

* Update src/diffusers/pipelines/animatediff/pipeline_animatediff_video2video.py

Co-authored-by: Patrick von Platen <[email protected]>

* 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 <[email protected]>

* 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

---------

Co-authored-by: Dhruv Nair <[email protected]>
Co-authored-by: Patrick von Platen <[email protected]>

* uvit2d

* fix

* fix?

* add correct paper

* fix paths

* update abstract