GitLab

* Update benchmark for A100, 3090, 3090 Ti, 4090.

* Link to PyTorch blog.

* Update install instructions.

add test_to_dtype to check pipe.to(fp16)

* Add guidance start/end parameters to community controlnet img2img pipeline

* Fix formats

* [Img2Img]: Copyover img2img pipeline

* [Img2Img]: img2img pipeline

* [Img2Img]: img2img pipeline

* [Img2Img]: img2img pipeline

---------
Co-authored-by: njindal <njindal@adobe.com>

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

* first refactor

* more text

* improve

* finish

* up

* up

* up

* up

* finish

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

* up

* Apply suggestions from code review
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* finished

* Apply suggestions from code review
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* finished

---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

Update numbers for Habana Gaudi in doc

* add: controlnet entry to training section in the docs.

* formatting.

* Apply suggestions from code review
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* wrap in a tip block.

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

Fix typos

Fix typos

Fix typos

Fix typos

Fix typos

Fix typos

* [Tests] Correct PT2

* correct more

* move versatile to nightly

* up

* up

* again

* Apply suggestions from code review

* updated black format

* update black format

* make style format

* updated line endings

* update code formatting

* Update examples/research_projects/onnxruntime/text_to_image/train_text_to_image.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

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

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

* added vae gradient checkpointing test

* make style

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

* minor edits to onnx and openvino docs.

* Apply suggestions from code review
Co-authored-by: Ella Charlaix <80481427+echarlaix@users.noreply.github.com>

---------
Co-authored-by: Ella Charlaix <80481427+echarlaix@users.noreply.github.com>

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

Improve error message

add safety checker

* Adding `use_safetensors` argument to give more control to users

about which weights they use.

* Doc style.

* Rebased (not functional).

* Rebased and functional with tests.

* Style.

* Apply suggestions from code review

* Style.

* Addressing comments.

* Update tests/test_pipelines.py
Co-authored-by: Will Berman <wlbberman@gmail.com>

* Black ???

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

* rename file

* rename attention

* fix more

* rename more

* up

* more deprecation imports

* fixes

* reorg toc

* reorg toc some more

* remove duplicate config

* create updated nav for index

* fix header

* apply feedback

* add overviews to each section

* fix typo in toctree

* apply feedbacks

* add image_processor

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

Fix typos

Fix typos

Fix typos

Fix typos

Fix typos

Fix typos

* fix AttnProcessor2_0

Fix use of AttnProcessor2_0 for cross attention with mask

* added scale_qk and out_bias flags

* fixed for xformers

* check if it has scale argument

* Update cross_attention.py

* check torch version

* fix sliced attn

* style

* set scale

* fix test

* fixed addedKV processor

* revert back AttnProcessor2_0

* if missing if

* fix inner_dim

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

* Update Dockerfile CUDA

* Apply suggestions from code review

fix: slow serialization tests