GitLab

* support PixArt-DMD

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Co-authored-by: jschen <chenjunsong4@h-partners.com>
Co-authored-by: badayvedat <badayvedat@gmail.com>
Co-authored-by: Vedat Baday <54285744+badayvedat@users.noreply.github.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail,com>

update

update

* toctree

* optim

* feedback

* improve overview

fix: json lines ordering.

* Fixed wrong decorator by modifying it to @classmethod.

* Updated the method and it's argument.

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

* Restore AttnProcessor2_0 in unload_ip_adapter

* Fix style

* Update test

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

* enable control ip-adapter per-transformer block on-the-fly

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Co-authored-by: sayakpaul <spsayakpaul@gmail.com>
Co-authored-by: ResearcherXman <xhs.research@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>

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

* autopipeline

* edits

* feedback

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

update

update

* fixed encode_image function signature in controlnet animatediff

* copied encode_image from stable diffusion pipeline

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

add tailscale key in case of failure

* Fixed type annotations for compatability with python 3.8

* Add required imports.

* update

* update

update

* style


* Fix device map nits (#7705)


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

* Switch to peft and multi proj layers

* Move Face ID loading and inference to core

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

* pipelines

* schedulers and models

* community pipelines

* feedback

Update tgate.md

remove installation of redundant modules from flax PR tests

* update

* update

Updated ruff configuration to avoid depreceated config.
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Create tgate.md

* Update _toctree.yml

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

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

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

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

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

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

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

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

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

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

* Update tgate.md

* Update tgate.md

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

* is_cosxl_edit arg in SDXL ip2p.

* Empty-Commit
Co-authored-by: Yiyi Xu <yixu310@gmail.com>

* doc

* remove redundant logic.

* reflect drhuv's comments.

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Co-authored-by: Yiyi Xu <yixu310@gmail.com>
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* CheckIn - created DownSubBlocks

* Added extra channels, implemented subblock fwd

* Fixed connection sizes

* checkin

* Removed iter, next in forward

* Models for SD21 & SDXL run through

* Added back pipelines, cleared up connections

* Cleaned up connection creation

* added debug logs

* updated logs

* logs: added input loading

* Update umer_debug_logger.py

* log: Loading hint

* Update umer_debug_logger.py

* added logs

* Changed debug logging

* debug: added more logs

* Fixed num_norm_groups

* Debug: Logging all of SDXL input

* Update umer_debug_logger.py

* debug: updated logs

* checkim

* Readded tests

* Removed debug logs

* Fixed Slow Tests

* Added value ckecks | Updated model_cpu_offload_seq

* accelerate-offloading works ; fast tests work

* Made unet & addon explicit in controlnet

* Updated slow tests

* Added dtype/device to ControlNetXS

* Filled in test model paths

...

* add scheduled pseudo-huber loss training scripts

See #7488

* add reduction modes to huber loss

* [DB Lora] *2 multiplier to huber loss cause of 1/2 a^2 conv.

pairing of https://github.com/kohya-ss/sd-scripts/pull/1228/commits/c6495def1fbbaf2a0233110d50f976ed61620e83

* [DB Lora] add option for smooth l1 (huber / delta)

Pairing of https://github.com/kohya-ss/sd-scripts/pull/1228/commits/dd22958caa56e4db885324f76188c13bdf504569

* [DB Lora] unify huber scheduling

Pairing of https://github.com/kohya-ss/sd-scripts/pull/1228/commits/19a834c3ab448614e8887b07f2bb4e0aaabf0805

* [DB Lora] add snr huber scheduler

Pairing of https://github.com/kohya-ss/sd-scripts/pull/1228/commits/47fb1a68547e76f33cd54a3da8d2c35b9489c56e



* fixup examples link

* use snr schedule by default in DB

* update all huber scripts with snr

* code quality

* huber: make style && make quality

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

Fix a bug that causes the the call to set_lora_device to ignore the DoRA
parameters.

Fixed deprecated logger.warn with logger.warning.

* Initialize target_unet from unet rather than teacher_unet so that we correctly add time_embedding.cond_proj if necessary.

* Use UNet2DConditionModel.from_config to initialize target_unet from unet's config.

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

* Skip scaling if scale is identity

* move check for weight one to scale and unscale lora

* fix code style/quality

* Empty-Commit

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Co-authored-by: Steven Munn <stevenjmunn@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Steven Munn <5297082+stevenjlm@users.noreply.github.com>

* playground vae encoding should use std and mean of the vae.

* style.

* fix-copies.

* fix

* up

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

* refactor t2i

* add code snippets