GitLab

* barebones orpo

* remove reference model.

* full implementation

* change default of beta_orpo

* add a training command.

* fix: dataloading issues.

* interpreting the formulation.

* revert styling

* add: wds full blown version

* fix: per_gpu_batch_siz

* start debuggin

* debugging

* remove print

* fix

* remove filter keys.

* turn on non-blocking calls.

* device_placement

* let's see.

* add bigger training run command

* reinitialize generator for fair repro

* add: detailed readme and requirements

---------
Co-authored-by: Sayak Paul <sayakpaul@Sayaks-MacBook-Pro-2.local>

[`IP-Adapter`] Fix IP-Adapter Support and Refactor Callback for `StableDiffusionPanoramaPipeline` (#7262)

* Add properties and `IPAdapterTesterMixin` tests for `StableDiffusionPanoramaPipeline`

* Update torch manual seed to use `torch.Generator(device=device)`

* Refactor 📞🔙 to support `callback_on_step_end`

* make fix-copies

* strtobool

* replace Command from setuptools.

* fix freeinit impl

* fix progress bar

* fix progress bar and remove old code

* fix num_inference_steps==1 case for freeinit by atleast running 1 step when fast sampling enabled

* add: space for calculating memory usahe.

* Update docs/source/en/using-diffusers/loading.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

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

* add

* add tiling

* fix

* fix

* fix

* give community script its own readme

* Update examples/community/README_community_scripts.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update examples/community/README_community_scripts.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update examples/community/README_community_scripts.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update examples/community/README_community_scripts.md

---------
Co-authored-by: Alexis Rolland <alexis.rolland@ubisoft.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

add missing output image

This reverts commit 78990dd9.

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

* Fix typos

* Fix typo in SVD.md

* checking to improve pipelines.

* more fixes.

* add: tip to encourage the usage of revision

* Apply suggestions from code review

* retrigger ci

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

* cleanse and refactor lora testing suite.

* more cleanup.

* make check_if_lora_correctly_set a utility function

* fix: typo

* retrigger ci

* style

* clean dep installation step in push_tests

* fix: deps

* add: four names to citations.

* add: steven

update

* Change path to posix

* running isort

* run style and quality checks

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

* Fix ControlNetModel.from_unet do not load add_embedding

* delete white space in blank line

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

* Update pipeline_controlnet_sd_xl_img2img.py

fix: safetensors load error

* fix for pass test

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

Fix issue with prompt embeds and latents in SD Cascade Decoder with multiple image embeddings for a single prompt.  (#7381)

* fix

* update

* update

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

* debugging

* let's see the numbers

* let's see the numbers

* let's see the numbers

* restrict tolerance.

* increase inference steps.

* shallow copy of cross_attentionkwargs

* remove print

* fix

* fix

* add a tests

* fix

---------
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail,com>

* Correction for non-integral image resolutions with quantizations other than float32.

* Support for training, and use of diffusers-style casting.

* add missing copied from statements in tcd scheduler

* update docstring

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

* update

* fix

* pop scale from the top-level unet instead of getting it.

* improve readability.

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

* fix a little bit.

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

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

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

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

* Add Cascade to Auto T2I + Decoder mappings

* ruff autofix

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

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

* clean up the kohya_conversion utility

* state dict assignment

* Fix PyTorch's convention for inplace functions

* Fix import structure in __init__.py and update config loading logic in test_config.py

* Update configuration access

* Fix typos

* Trim trailing white spaces

* Fix typo in logger name

* Revert "Fix PyTorch's convention for inplace functions"

This reverts commit f65dc4afcb57ceb43d5d06389229d47bafb10d2d.

* Fix typo in step_index property description

* Revert "Update configuration access"

This reverts commit 8d44e870b8c1ad08802e3e904c34baeca1b598f8.

* Revert "Fix import structure in __init__.py and update config loading logic in test_config.py"

This reverts commit 2ad5e8bca25aede3b912da22bd57285b598fe171.

* Fix typos

* Fix typos

* Fix typos

* Fix a typo: tranform -> transform

delete vae and text encoders after use
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* update

* update

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

* post-release

* quality

* pop scale from the top-level unet instead of getting it.

* improve readability.

* fix: pypi workflow deps

* revert

* gradio docs

* Update docs/source/en/api/pipelines/stable_diffusion/overview.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* changes

* changes

* changes

* Update docs/source/en/api/pipelines/stable_diffusion/overview.md

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

* Add properties and `IPAdapterTesterMixin` tests for `StableDiffusionPanoramaPipeline`

* Fix variable name typo and update comments

* Update deprecated `output_type="numpy"` to "np" in test files

* Discard changes to src/diffusers/pipelines/stable_diffusion_panorama/pipeline_stable_diffusion_panorama.py

* Update test_stable_diffusion_panorama.py

* Update numbers in README.md

* Update get_guidance_scale_embedding method to use timesteps instead of w

* Update number of checkpoints in README.md

* Add type hints and fix var name

* Fix PyTorch's convention for inplace functions

* Fix a typo

* Revert "Fix PyTorch's convention for inplace functions"

This reverts commit 74350cf65b2c9aa77f08bec7937d7a8b13edb509.

* Fix typos

* Indent

* Refactor get_guidance_scale_embedding method in LEditsPPPipelineStableDiffusionXL class