GitLab

* Fix `torch_dtype` in Kolors text encoder with `transformers` v4.49

* Default torch_dtype and warning

Add 5 Notebooks, improve their example
scripts and update the missing links for the
example README.

This PR updates the max_shift value in flux to 1.15 for consistency across the codebase. In addition to modifying max_shift in flux, all related functions that copy and use this logic, such as calculate_shift in `src/diffusers/pipelines/stable_diffusion_3/pipeline_stable_diffusion_3_img2img.py`, have also been updated to ensure uniform behavior.

* feat: new community mixture_tiling_sdxl pipeline for SDXL mixture-of-diffusers support

* fix use of variable latents to tile_latents

* removed references to modules that are not being used in this pipeline

* make style, make quality

* fixfeat: added _get_crops_coords_list function to pipeline to automatically define ctop,cleft coord to focus on image generation, helps to better harmonize the image and corrects the problem of flattened elements.

* feat: new community mixture_tiling_sdxl pipeline for SDXL mixture-of-diffusers support

* fix use of variable latents to tile_latents

* removed references to modules that are not being used in this pipeline

* make style, make quality

* Fix Doc Tutorial.

* Add 4 Notebooks and improve their example
scripts.

Fix pipeline dtype unexpected change when using SDXL reference community pipelines in float16 mode (#10670)

Fix pipeline dtype unexpected change when using SDXL reference community pipelines

* update

* remove unused fn

* apply suggestions based on review

* update + cleanup 🧹

* more cleanup 🧹

* make fix-copies

* update test

* add community pipeline for semantic guidance for flux

* fix imports in community pipeline for semantic guidance for flux

* Update examples/community/pipeline_flux_semantic_guidance.py
Co-authored-by: hlky <hlky@hlky.ac>

* fix community pipeline for semantic guidance for flux

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Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
Co-authored-by: hlky <hlky@hlky.ac>

* add pipeline_stable_diffusion_xl_attentive_eraser

* add pipeline_stable_diffusion_xl_attentive_eraser_make_style

* make style and add example output

* update Docs
Co-authored-by: Other Contributor <a457435687@126.com>

* add Oral
Co-authored-by: Other Contributor <a457435687@126.com>

* update_review
Co-authored-by: Other Contributor <a457435687@126.com>

* update_review_ms
Co-authored-by: Other Contributor <a457435687@126.com>

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Co-authored-by: Other Contributor <a457435687@126.com>

change licensing to 2025 from 2024.

* bugfix for npu not support float64

* is_mps is_npu

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Co-authored-by: 白超 <baichao19@huawei.com>
Co-authored-by: hlky <hlky@hlky.ac>

* Update rerender_a_video.py

* Update rerender_a_video.py

* Update examples/community/rerender_a_video.py
Co-authored-by: hlky <hlky@hlky.ac>

* Update rerender_a_video.py

* make style

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

* Use Pipelines without unet

* unet.config.in_channels

* default_sample_size

* is_unet_version_less_0_9_0

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

* Update rerender_a_video.py

* Update rerender_a_video.py

* Update examples/community/rerender_a_video.py
Co-authored-by: hlky <hlky@hlky.ac>

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

* dont assume scheduler has optional config params

* make style, make fix-copies

* calculate_shift

* fix-copies, usage in pipelines

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Co-authored-by: hlky <hlky@hlky.ac>

* fix for #7365, prevent pipelines from overriding provided prompt embeds

* fix-copies

* fix implementation

* update

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Co-authored-by: bghira <bghira@users.github.com>
Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: sayakpaul <spsayakpaul@gmail.com>

Add 5 Notebooks for Diffusers Community
Pipelines.

* Use pipelines without vae

* getattr

* vqvae

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

RFInversionFluxPipeline, small fix for enable_model_cpu_offload & enable_sequential_cpu_offload compatibility (#10480)

RFInversionFluxPipeline.encode_image, device fix

Use self._execution_device instead of self.device when selecting
a device for the input image tensor.

This allows for compatibility with enable_model_cpu_offload &
enable_sequential_cpu_offload
Co-authored-by: Teriks <Teriks@users.noreply.github.com>
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>

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

Update rerender_a_video.py

* Update rerender_a_video.py

* Update rerender_a_video.py

* make style

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Co-authored-by: hlky <hlky@hlky.ac>

* post release 0.32.0

* stylew

* Use `torch` in `get_2d_rotary_pos_embed`

* Add deprecation

fix: fix typo that cause error

* add decay

* add decay

* style

* Remove `negative_*` from SDXL callback

* Change example and add XL version

* fix example in doc

* remove redundancies

* change param

* initial commit

* update denoising loop

* fix scheduling

* style

* fix import

* fixes

* fixes

* style

* fixes

* change invert

* change denoising & check inputs

* shape & timesteps fixes

* timesteps fixes

* style

* remove redundancies

* small changes

* update documentation a bit

* update documentation a bit

* update documentation a bit

* style

* change strength param, remove redundancies

* style

* forward ode loop change

* add inversion progress bar

* fix image_seq_len

* revert to strength but == 1 by default.

* style

* add "copied from..." comments

* credit authors

* make style

* return inversion outputs without self-assigning

* adjust denoising loop to generate regular images if inverted latents are not provided

* adjust denoising loop to generate regular images if inverted latents are not provided

* fix import

* comment

* remove redundant line

* modify comment on ti

* Update examples/community/pipeline_flux_rf_inversion.py
Co-authored-by: hlky <hlky@hlky.ac>

* Update examples/community/pipeline_flux_rf_inversion.py
Co-authored-by: hlky <hlky@hlky.ac>

* Update examples/community/pipeline_flux_rf_inversion.py
Co-authored-by: hlky <hlky@hlky.ac>

* Update examples/community/pipeline_flux_rf_inversion.py
Co-authored-by: hlky <hlky@hlky.ac>

* Update examples/community/pipeline_flux_rf_inversion.py
Co-authored-by: hlky <hlky@hlky.ac>

* Update examples/community/pipeline_flux_rf_inversion.py
Co-authored-by: hlky <hlky@hlky.ac>

* Update examples/community/pipeline_flux_rf_inversion.py
Co-authored-by: hlky <hlky@hlky.ac>

* fix syntax error

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

* Add Diffuser Notebooks for Community Scripts.

* Add missing link.

* Styling Improvement.

* Add reference_attn & reference_adain support for sdxl with other controlnet

* Update README.md

* Update README.md by replacing human example with a cat one

Replace human example with a cat one

* Replace default human example with a cat one

* Use example images from huggingface documentation-images repository

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

* [Fix] fix bugs of  regional_prompting pipeline

* [Feat] add base prompt feature

* [Fix] fix __init__ pipeline error

* [Fix] delete unused args

* [Fix] improve string handling

* [Docs] docs to use_base in regional_prompting

* make style

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

* Update sdxl reference community pipeline

* Update README.md

Add example images.

* Style & quality

* Use example images from huggingface documentation-images repository

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

* Add Notebooks for Community Scripts
in  ReadME.

* Minor Script Improvement.

4 Notebooks for Community Scripts and minor
script improvements.

* Add Notebooks on Community Scripts

* refactored

* Add new community pipeline for 'Adaptive Mask Inpainting', introduced in [ECCV2024] Beyond the Contact: Discovering Comprehensive Affordance for 3D Objects from Pre-trained 2D Diffusion Models

* add the controlnet pipeline for pixart alpha

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Co-authored-by: YiYi Xu <yixu310@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: junsongc <cjs1020440147@icloud.com>