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What does this PR do?

Use heights and widths in the bin during inference, then resize and crop the image to the users required one. Controlable function added. Feel free to change the code style. @sayakpaul

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sayakpaul and others added 14 commits November 7, 2023 18:21
* debug

* support non-square images

* add: test

* fix: test

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Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* Refactor LCMScheduler.step such that prev_sample == denoised at the last timestep in the schedule.

* Make timestep scaling when calculating boundary conditions configurable.

* Reparameterize timestep_scaling to be a multiplicative rather than division scaling.

* make style

* fix dtype conversion

* make style

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Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
…ggingface#5611)

* Fix typos, improve, update; kandinsky doesn't want fp16 due to deprecation; ogkalu and kohbanye don't have safetensor; add make_image_grid for better visualization

* Update inpaint.md

* Remove erronous Space

* Update docs/source/en/using-diffusers/conditional_image_generation.md

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

* Update img2img.md

* load_image() already converts to RGB

* Update depth2img.md

* Update img2img.md

* Update inpaint.md

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
…ion. (huggingface#5651)

* I added a new doc string to the class. This is more flexible to understanding other developers what are doing and where it's using.

* Update src/diffusers/models/unet_2d_blocks.py

This changes suggest by maintener.

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

* Update src/diffusers/models/unet_2d_blocks.py

Add suggested text

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

* Update unet_2d_blocks.py

I changed the Parameter to Args text.

* Update unet_2d_blocks.py

proper indentation set in this file.

* Update unet_2d_blocks.py

a little bit of change in the act_fun argument line.

* I run the black command to reformat style in the code

* Update unet_2d_blocks.py

similar doc-string add to have in the original diffusion repository.

* I removed the dummy variable defined in both the encoder and decoder.

* Now, I run black package to reformat my file

* Remove the redundant line from the adapter.py file.

* Black package using to reformated my file

* Replacing the nn.Mish activation function with a get_activation function allows developers to more easily choose the right activation function for their task. Additionally, removing redundant variables can improve code readability and maintainability.

* I try to fix this: Fast tests for PRs / Fast PyTorch Models & Schedulers CPU tests (pull_request)

* Update src/diffusers/models/resnet.py

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

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
skip rendering

Co-authored-by: yiyixuxu <yixu310@gmail,com>
* [LCM] Fix img2img

* make fix-copies

* make fix-copies

* make fix-copies

* up
* fix mask feature condition.

* debug

* remove identical test

* set correct

* Empty-Commit
* up

* up

* up

* Empty-Commit

* fix keyword argument call.

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* Add adapter fusing + PEFT to the docs

* Update docs/source/en/tutorials/using_peft_for_inference.md

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

* Update docs/source/en/tutorials/using_peft_for_inference.md

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

* Update docs/source/en/tutorials/using_peft_for_inference.md

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

* Update docs/source/en/tutorials/using_peft_for_inference.md

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

* Update docs/source/en/tutorials/using_peft_for_inference.md

* Update docs/source/en/tutorials/using_peft_for_inference.md

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* bugfix peft lor

* Apply suggestions from code review

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Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
@HuggingFaceDocBuilderDev
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HuggingFaceDocBuilderDev commented Nov 9, 2023

The documentation is not available anymore as the PR was closed or merged.

@patrickvonplaten
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This PR seems to be borked, could we maybe make sure the git history is clean?

@sayakpaul
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We can actually close this. #5739 was opened for that.

@sayakpaul sayakpaul closed this Nov 13, 2023
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