GitLab

* single file usage

* edit

* fix: legacy model mapping

* remove print

* optimizations to the hunyuan dit docs.

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

* Update docs/source/en/api/pipelines/hunyuandit.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>

* Fix typos

* Trim trailing whitespaces

* Remove a trailing whitespace

* chore: Update MarigoldDepthPipeline checkpoint to prs-eth/marigold-lcm-v1-0

* Revert "chore: Update MarigoldDepthPipeline checkpoint to prs-eth/marigold-lcm-v1-0"

This reverts commit fd742b30b4258106008a6af4d0dd4664904f8595.

* pokemon -> naruto

* `DPMSolverMultistep` -> `DPMSolverMultistepScheduler`

* Improve Markdown stylization

* Improve style

* Improve style

* Refactor pipeline variable names for consistency

* up style

* add training code of gligen

* fix code quality tests.

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

* fix: euledm when using the exp sigma schedule.

* fix-copies

* remove print.

* reduce friction

* yiyi's suggestioms

* allow hunyuan dit to run under 6GB for GPU VRAM

* add section in the docs/

* remove legacy code from load_attn_procs.

* finish first draft

* fix more.

* fix more

* add test

* add serialization support.

* fix-copies

* require peft backend for lora tests

* style

* fix test

* fix loading.

* empty

* address benjamin's feedback.

feat: support chunked ff.

* feat: introduce qkv fusion for Hunyuan

* fix copies

Update code example in pipeline_stable_unclip_img2img.py

Previous code caused an error when run

* handle norm_type of transformer2d_model safely.

* log an info when old model class is being returned.

* Apply suggestions from code review
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* remove extra stuff

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

minor docs changes in hunyuandit

* Update transformer2d.md title

For the other classes (e.g., UNet2DModel) the title of the documentation coincides with the name of the class, but that was not the case for Transformer2DModel.

* Update model docs titles for consistency with class names

* update

* update

* update

* update

* add hunyuandit doc

* update hunyuandit doc

* update hunyuandit 2d model

* update toctree.yml for hunyuandit

* Hunyuan Team: add HunyuanDiT related updates


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Co-authored-by: XCLiu <liuxc1996@gmail.com>
Co-authored-by: yiyixuxu <yixu310@gmail.com>

Co-authored-by: Jimmy <39@🇺🇸

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

* rename prs-eth/marigold-lcm-v1-0 into prs-eth/marigold-depth-lcm-v1-0

* update image paths in https://huggingface.co/datasets/huggingface/documentation-images

 to use main branch

* fix relative paths to other diffusers pages

* Update docs/source/en/using-diffusers/marigold_usage.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>

* init for patches

* finish patched model.

* continuous transformer

* vectorized transformer2d.

* style.

* inits.

* fix-copies.

* introduce DiTTransformer2DModel.

* fixes

* use REMAPPING as suggested by @DN6

* better logging.

* add pixart transformer model.

* inits.

* caption_channels.

* attention masking.

* fix use_additional_conditions.

* remove print.

* debug

* flatten

* fix: assertion for sigma

* handle remapping for modeling_utils

* add tests for dit transformer2d

* quality

* placeholder for pixart tests

* pixart tests

* add _no_split_modules

* add docs.

* check

* check

* check

* check

* fix tests

* fix tests

* move Transformer output to modeling_output

* move errors better and bring back use_additional_conditions attribute.

* add unnecessary things from DiT.

* clean up pixart

* fix remapping

* fix device_map things in pixart2d.

* replace Transformer2DModel with appropriate classes in dit, pixart tests

* empty

* legacy mixin classes./

* use a remapping dict for fetching class names.

* change to specifc model types in the pipeline implementations.

* move _fetch_remapped_cls_from_config to modeling_loading_utils.py

* fix dependency problems.

* add deprecation note.

update

Fix "input/weight type should be the same"
Co-authored-by: YiYi Xu <yixu310@gmail.com>

* Modularized the train_lora_sdxl file

* Modularized the train_lora_sdxl file

* Modularized the train_lora_sdxl file

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

* update

* update

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

* Fix copying mechanism typos

* fix copying mecha

* Revert, since they are in TODO

* Fix copying mechanism

* files and formats

* fix callout

* feedback

* code sample

* feedback

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

chore: Simplify `platform_info` assignment

* Modularized the train_lora file

* Modularized the train_lora file

* Modularized the train_lora file

* Modularized the train_lora file

* Modularized the train_lora file

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

* post release v0.28.0

* style

* use IPAdapterPlusImageProjectionBlock in IPAdapterPlusImageProjection

* reposition IPAdapterPlusImageProjection

* refactor complete?

* fix heads param retrieval.

* update test dict creation method.

move vqmodel to models.autoencoders.

* remove deprecated blocks.

* update the location paths.

* fix negative prompt

* fix

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

* first draft

* edits

* noise schedule

* sigmas and zero snr

* feedback

* feedback

fix