GitLab

* start debugging the problem,

* start

* fix

* fix

* fix imports.

* handle hunyuan

* remove residuals.

* add a check for making sure there's appropriate procs.

* add more rigor to the tests.

* fix test

* remove redundant check

* fix-copies

* move check_qkv_fusion_matches_attn_procs_length and check_qkv_fusion_processors_exist.

* chore: Update is_google_colab check to use environment variable

* Check Colab with all possible COLAB_* env variables

* Remove unnecessary word

* Make `_is_google_colab` more inclusive

* Revert "Make `_is_google_colab` more inclusive"

This reverts commit 6406db21ac46139c20ccae20ccb44877eec87ba7.

* Make `_is_google_colab` more inclusive.

* chore: Update import_utils.py with notebook check improvement

* Refactor import_utils.py to improve notebook detection for VS Code's notebook

* chore: Remove `is_notebook()` function and related code

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

* Add attentionless VAE support

* make style and quality, fix-copies

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

* 2d rotary pos emb dim

* make style

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Co-authored-by: haofanwang <haofanwang.ai@gmail.com>

* fix loop bug in SlicedAttnProcessor


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Co-authored-by: neoshang <neoshang@tencent.com>

* initial commit

* apply suggestion to sdxl pipelines

* apply fix to sd pipelines

* remove resume_download

* fix: _fetch_index_file call.

* remove resume_download from docs.

add disable forward chunking to SD3 transformer.

* Add AuraFlowPipeline and KolorsPipeline to auto map

Just T2I. Validated using `quickdif`

* Add Kolors I2I and SD3 Inpaint auto maps

* style

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

* allow auraflow latest to be torch compile compatible.

* default to 1024 1024.

fix: shard loading and saving when variant is provided.

* Add the SDE variant of DPM-Solver and DPM-Solver++ to DPM Single Step


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Co-authored-by: cmdr2 <secondary.cmdr2@gmail.com>

* add pag support sd15 controlnet

* fix quality import

* remove unecessary import

* remove if state

* fix tests

* remove useless function

* add sd1.5 controlnet pag docs

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Co-authored-by: anhnct8 <anhnct8@fpt.com>

* add pipeline documentation.

* add api spec for pipeline

* model documentation

* model spec

* update

* update

* update

* update

update

* add lavender flow transformer

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

* initial draft

* add Latte to diffusers

* remove print

* remove print

* remove print

* remove unuse codes

* remove layer_norm_latte and add a flag

* remove layer_norm_latte and add a flag

* update latte_pipeline

* update latte_pipeline

* remove unuse squeeze

* add norm_hidden_states.ndim == 2: # for Latte

* fixed test latte pipeline bugs

* fixed test latte pipeline bugs

* delete sh

* add doc for latte

* add licensing

* Move Transformer3DModelOutput to modeling_outputs

* give a default value to sample_size

* remove the einops dependency

* change norm2 for latte

* modify pipeline of latte

* update test for Latte

* modify some codes for latte

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* modify for Latte pipeline

* video_length -> num_frames; update prepare_latents copied from

* make fix-copies

* make style

* typo: videe -> video

* update

* modify for Latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify latte pipeline

* modify for Latte pipeline

* Delete .vscode directory

* make style

* make fix-copies

* add latte transformer 3d to docs _toctree.yml

* update example

* reduce frames for test

* fixed bug of _text_preprocessing

* set num frame to 1 for testing

* remove unuse print

* add text = self._clean_caption(text) again

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>

* Reformat docstring for `get_timestep_embedding`


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

* Add pipeline_stable_diffusion_3_inpaint


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Co-authored-by: Xu Cao <xucao2@jrehg-work-01.cs.illinois.edu>
Co-authored-by: IrohXu <irohcao@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>

* Remove unused line


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

* Fix static typing and doc typos

* Fix more same type hint typos with make fix-copies

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Co-authored-by: zhuole1025 <zhuole1025@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>

* fix load sharded checkpoints from subfolder{

* style

* os.path.join

* add a small test

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

* update

* update

* update

* update

fix sharding tests

* add conversion files; changed controlnet for hunyuandit

* style

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Co-authored-by: xingchaoliu <xingchaoliu@tencent.com>
Co-authored-by: yiyixuxu <yixu310@gmail.com>

add dummy lora attention processors to prevent failures in other libs

Revert "[LoRA] introduce `LoraBaseMixin` to promote reusability. (#8670)"

This reverts commit a2071a18.

* introduce  to promote reusability.

* up

* add more tests

* up

* remove comments.

* fix fuse_nan test

* clarify the scope of fuse_lora and unfuse_lora

* remove space

* add

* update sd3 controlnet

* Update src/diffusers/models/controlnet_sd3.py

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

* update

* Update src/diffusers/models/unets/unet_motion_model.py
Co-authored-by: YiYi Xu <yixu310@gmail.com>

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

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

* Update controlnet_sd3.py

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

update

* up

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

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

* add v1.2 support

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Co-authored-by: xingchaoliu <xingchaoliu@tencent.com>
Co-authored-by: yiyixuxu <yixu310@gmail.com>