GitLab

* Added pad controlnet sdxl img2img pipeline

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

update

fix

* make latent upscaler accept prompt embeds

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

Custom sampler support Stable Cascade Decoder

* update

* update

Fix dtype error
Co-authored-by: 蒋硕 <jiangshuo9@h-partners.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

add vae slicing and tiling to flux pipeline
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

fix

* incorrect_number_fix

* add_TOC

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* fix: manual edits

* fix: manual edtis

* fix: manual edits

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/conceptual/contribution.md
Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* fix: manual edits

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Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* Added test suite for lumina

* Fixed failing tests

* Improved code quality

* Added function docstrings

* Improved formatting

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

* chore: Fix cpu offloading usage

* Trim trailing white space

* docs: update Kolors model link in kolors.md

If Karras is not enabled, a device inconsistency error will occur. This is due to the fact that sigmas were not moved to the specified device.

* fix

* apply suggestion

add set_default_attn_processor to pixart.

* optimize guidance creation in flux pipeline by moving it outside the loop

* use torch.full instead of torch.tensor to create a tensor with a single value

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

* feat: support sharding for flux.

* tests

* update

* update

* add pe

* Update src/diffusers/models/transformers/auraflow_transformer_2d.py
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update src/diffusers/models/transformers/auraflow_transformer_2d.py

* beauty

* retrigger ci.

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

Bumps [jinja2](https://github.com/pallets/jinja) from 3.1.3 to 3.1.4.
- [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/3.1.3...3.1.4

)

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

Bumps [torch](https://github.com/pytorch/pytorch) from 2.0.1 to 2.2.0.
- [Release notes](https://github.com/pytorch/pytorch/releases)
- [Changelog](https://github.com/pytorch/pytorch/blob/main/RELEASE.md)
- [Commits](https://github.com/pytorch/pytorch/compare/v2.0.1...v2.2.0

)

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

* post release

* fix quality

* refactor context parallel cache; update torch compile time benchmark

* add tiling support

* make style

* remove num_frames % 8 == 0 requirement

* update default num_frames to original value

* add explanations + refactor

* update torch compile example

* update docs

* update

* clean up if-statements

* address review comments

* add test for vae tiling

* update docs

* update docs

* update docstrings

* add modeling test for cogvideox transformer

* make style

* cnt model

* cnt model

* cnt model

* fix Loader "Copied"

* format

* txt_ids for  multiple images

* add test and format

* typo

* Update pipeline_flux_controlnet.py

* remove

* make quality

* fix copy

* Update src/diffusers/pipelines/flux/pipeline_flux_controlnet.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* Update src/diffusers/pipelines/flux/pipeline_flux_controlnet.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* Update src/diffusers/pipelines/flux/pipeline_flux_controlnet.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* Update src/diffusers/pipelines/flux/pipeline_flux_controlnet.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* Update src/diffusers/models/controlnet_flux.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* fix

* make copies

* test

* bs

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Co-authored-by: haofanwang <haofanwang.ai@gmail.com>
Co-authored-by: haofanwang <haofan@HaofandeMBP.lan>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* add controlnet inpainting pipeline

* [SD3] add controlnet inpaint example

* update example and fix code style

* fix code style with ruff

* Update controlnet_sd3.md : add control inpaint pipeline

* Update docs/source/en/api/pipelines/controlnet_sd3.md
Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update docs/source/en/api/pipelines/controlnet_sd3.md
Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update docs/source/en/api/pipelines/controlnet_sd3.md
Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update src/diffusers/pipelines/controlnet_sd3/pipeline_stable_diffusion_3_controlnet_inpainting.py
Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update __init__.py : add sd3 control pipelines

* Update pipeline : add new param doc & check input reference.

* fix typo

* make style & make quality

* add unittest for sd3 controlnet inpaint

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Co-authored-by: 鹏徙 <linjinpeng.ljp@alibaba-inc.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update distributed_inference.md

* Update docs/source/en/training/distributed_inference.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>

* add requirements + fix link to bghira's guide

* text ecnoder training fixes

* text encoder training fixes

* text encoder training fixes

* text encoder training fixes

* style

* add tests

* fix encode_prompt call

* style

* unpack_latents test

* fix lora saving

* remove default val for max_sequenece_length in encode_prompt

* remove default val for max_sequenece_length in encode_prompt

* style

* testing

* style

* testing

* testing

* style

* fix sizing issue

* style

* revert scaling

* style

* style

* scaling test

* style

* scaling test

* remove model pred operation left from pre-conditioning

* remove model pred operation left from pre-conditioning

* fix trainable params

* remove te2 from casting

* transformer to accelerator

* remove prints

* empty commit

* update

* update

* update

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

* resolve peft links

* fuse_lora

* Fix textual inversion SDXL and add support for 2nd text encoder
Signed-off-by: Daniel Socek <daniel.socek@intel.com>

* Fix style/quality of text inv for sdxl
Signed-off-by: Daniel Socek <daniel.socek@intel.com>

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Signed-off-by: Daniel Socek <daniel.socek@intel.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>