GitLab

* add clip_skip, freeu, qkv

* fix

* add ip-adapter support

* callback on step end

* update

* fix NoneType bug

* fix

* add guidance scale embedding

* add textual inversion

[bug fix] using snr gamma and prior preservation loss in the dreambooth lora sdxl training scripts (#6356)

* change timesteps used to calculate snr when --with_prior_preservation is enabled

* change timesteps used to calculate snr when --with_prior_preservation is enabled (canonical script)

* style

* revert canonical script to before snr gamma change

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

* add StableDiffusionXLControlNetInpaintPipeline to auto pipeline

* fixed style

* Add unload_ip_adapter method

* Update attn_processors with original layers

* Add test

* Use set_default_attn_processor

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

* start deprecating loraattn.

* fix

* wrap into unet_lora_state_dict

* utilize text_encoder_lora_params

* utilize text_encoder_attn_modules

* debug

* debug

* remove print

* don't use text encoder for test_stable_diffusion_lora

* load the procs.

* set_default_attn_processor

* fix: set_default_attn_processor call.

* fix: lora_components[unet_lora_params]

* checking for 3d.

* 3d.

* more fixes.

* debug

* debug

* debug

* debug

* more debug

* more debug

* more debug

* more debug

* more debug

* more debug

* hack.

* remove comments and prep for a PR.

* appropriate set_lora_weights()

* fix

* fix: test_unload_lora_sd

* fix: test_unload_lora_sd

* use dfault attebtion processors.

* debu

* debug nan

* debug nan

* debug nan

* use NaN instead of inf

* remove comments.

* fix: test_text_encoder_lora_state_dict_unchanged

* attention processor default

* default attention processors.

* default

* style

* Update value_guided_sampling.py

Fix #6409

* Comply code style

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

* Fix gradient-checkpointing option is ignored in SDXL+LoRA training. (#6388)

* Fix gradient-checkpointing option is ignored in SD+LoRA training.

* Fix gradient checkpoint is not applied to text encoders. (SDXL+LoRA)

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

* Add new state_dict_utils to __init__ utils

* style

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Co-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>

* Add WebUI format support to Advanced Training Script

* style

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Co-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>

* Create convert_diffusers_sdxl_lora_to_webui.py

* Move some conversion logic to utils

* fix logging import

* Add usage example

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Co-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>

remove unnecessary components from lora peft suite/

add note on fp16

* files added

* fixing code quality

* fixing code quality

* fixing code quality

* fixing code quality

* sorted import block

* seperated import wandb

* ruff on script

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

add details concerning diffusers-specific bits.

Fix support for MPS

MPS doesn't support float64

* refactor ip-adapter-imageproj, gligen

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

* add to dreambooth lora.

* add: t2i lora.

* add: sdxl t2i lora.

* style

* lcm lora sdxl.

* unwrap

* fix: enable_adapters().

fix keys for lora format on advanced training scripts

* Fix ProdigyOPT in SDXL Dreambooth script

* style

* style

* Add PEFT to Advanced Training Script

* style

* style

* ✨ style ✨



* change order for logic operation

* add lora alpha

* style

* Align PEFT to new format

* Update train_dreambooth_lora_sdxl_advanced.py

Apply #6355 fix

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Co-authored-by: multimodalart <joaopaulo.passos+multimodal@gmail.com>

fix

* fix

* style fix

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

Fix bug when creating the guidance embeddings using multiple GPUs.
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* update

* update

* update

* update

* update

* make style

* remove docs

* update

* move to research folder.

* fix-copies

* remove _toctree entry.

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

* spit diffusers-native format from the get go.

* rejig the peft_to_diffusers mapping.

* amused update links to new repo

* lint

* Remove unused parameters and fixed `FutureWarning`

* Fixed wrong config instance

* update unittest for `DDIMInverseScheduler`

* add inpaint_full_res

* fix

* update

* move get_crop_region to image processor

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

* move apply_overlay to image processor

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

Replace the link for wandb log with the correct run

fix: video rendering on svd.

other pipelines

* add scripts

* update

* update

* update

* update

* add interruptable pipelines

* add tests

* updatemsmq

* add interrupt property

* make fix copies

* Revert "make fix copies"

This reverts commit 914b35332bf05652965145af49a0dc14b9a7d1bf.

* add docs

* add tutorial

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

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

* update

* fix quality issues

* fix

* update

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Add rescale_betas_zero_snr argument to DDPMScheduler.

* Propagate rescale_betas_zero_snr changes to DDPMParallelScheduler.

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

* add doc for diffusion fast

* add entry to _toctree

* Apply suggestions from code review

* fix titlew

* fix: title entry

* add note about fuse_qkv_projections