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Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.2 to 3.1.3.
- [Release notes](https://github.com/pallets/jinja/releases)
- [Changelog](https://github.com/pallets/jinja/blob/main/CHANGES.rst)
- [Commits](https://github.com/pallets/jinja/compare/3.1.2...3.1.3

)

---
updated-dependencies:
- dependency-name: jinja2
  dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* changes for pix2pix_sdxl

* style fix

* added torch.compile for pix2pix

* required changes

make compile compatible

make compile compatible

* torch compatible

* code quality fix

* ruff style

* ruff format

create a utility for casting the lora params during training.

* fix: training resume from fp16.

* add: comment

* remove residue from another branch.

* remove more residues.

* thanks to Younes; no hacks.

* style.

* clean things a bit and modularize _set_state_dict_into_text_encoder

* add comment about the fix detailed.

* support compile

* make style

* move unwrap_model inside function

* change unwrap call

* run make style

* Update examples/dreambooth/train_dreambooth.py
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Revert "Update examples/dreambooth/train_dreambooth.py"

This reverts commit 70ab09732e7cfec0b19c497f823ddd1c8259dad0.

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

* added unwrapper

* fiz typo

* update: make controlnet script torch compile compatible
Signed-off-by: Suvaditya Mukherjee <suvadityamuk@gmail.com>

* update: correct earlier mistakes for compilation
Signed-off-by: Suvaditya Mukherjee <suvadityamuk@gmail.com>

* update: fix code style issues
Signed-off-by: Suvaditya Mukherjee <suvadityamuk@gmail.com>

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Signed-off-by: Suvaditya Mukherjee <suvadityamuk@gmail.com>

* make torch.compile compatible

* fix quality

support compile

pass tracker name as argumentw

* Remove conversion to RGB

* Add a Conversion Function

* Add type hint for convert_method

* Update src/diffusers/utils/loading_utils.py

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

* Update docstring

* Optimize imports

* Optimize imports (2)

* Reformat code

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

* debug generator

* fix?

* fix?

* fix

* remove print.

* revert none check

* add stylealigned sdxl pipeline

* bugfix

* update docs

* remove einops dependency

* update README

* update example docstring

make checkpointing compatible when using torch.compile.

* Added testing notebook and .load_ip_adapter to XLAdapterPipeline

* Added annotations

* deleted testing notebook

* Update src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py
Co-authored-by: YiYi Xu <yixu310@gmail.com>

* code clean up

* Add feature_extractor and image_encoder to components

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

* Fix bug where unet's time_cond_proj_dim is not set correctly if using args.unet_time_cond_proj_dim.

* make style

new inpaint features

edits

* add IP-Adapter to StableDiffusionXLControlNetImg2ImgPipeline

Update src/diffusers/pipelines/controlnet/pipeline_controlnet_sd_xl_img2img.py
Co-authored-by: YiYi Xu <yixu310@gmail.com>

fix tests

* fix failing test

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

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Co-authored-by: yiyixuxu <yixu310@gmail,com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

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

* base template file - train_instruct_pix2pix.py

* additional import and parser argument requried for lora

* finetune only instructpix2pix model -- no need to include these layers

* inject lora layers

* freeze unet model -- only lora layers are trained

* training modifications to train only lora parameters

* store only lora parameters

* move train script to research project

* run quality and style code checks

* move train script to a new folder

* add README

* update README

* update references in README

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

svd

follow up

* edits

* fix

* feedback

* make it torch.compile comaptible

* make the text encoder compatible too.

* style

* upload codes and doc

* lint

* lint

* lint

* update code

* remove blank lines

* Fix load url

fix: vae type

* enable stable-xl textual inversion

* check if optimizer_2 exists

* check text_encoder_2 before using

* add textual inversion for sdxl in a single file

* fix style

* fix example style

* reset for error changes

* add readme for sdxl

* fix style

* disable autocast as it will cause cast error when weight_dtype=bf16

* fix spelling error

* fix style and readme and 8bit optimizer

* add README_sdxl.md link

* add tracker key on log_validation

* run style

* rm the second center crop

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

* finish

* finish

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

* add tutorials to toctree.yml

* fix title

* fix words

* add overview ja

* fix diffusion to 拡散

* fix line 21

* add space

* delete supported pipline

* fix tutorial_overview.md

* fix space

* fix typo

* Delete docs/source/ja/tutorials/using_peft_for_inference.md

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* Delete docs/source/ja/tutorials/basic_training.md

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* Delete docs/source/ja/tutorials/autopipeline.md

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* fix toctree

minor changes