GitLab

* allow device placement when using bnb quantization.

* warning.

* tests

* fixes

* docs.

* require accelerate version.

* remove print.

* revert to()

* tests

* fixes

* fix: missing AutoencoderKL lora adapter (#9807)

* fix: missing AutoencoderKL lora adapter

* fix

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

* fixes

* fix condition test

* updates

* updates

* remove is_offloaded.

* fixes

* better

* empty

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Co-authored-by: Emmanuel Benazera <emmanuel.benazera@jolibrain.com>

Update pipeline_stable_audio.py

* add: autoencoderkl tests

* autoencodertiny.

* fix

* asymmetric autoencoder.

* more

* integration tests for stable audio decoder.

* consistency decoder vae tests

* remove grad check from consistency decoder.

* cog

* bye test_models_vae.py

* fix

* fix

* remove allegro

* fixes

* fixes

* fixes

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

Sometimes, the decoder might lack parameters and only buffers (e.g., this happens when we manually need to convert all the parameters to buffers — e.g. to avoid packing fp16 and fp32 parameters with FSDP)

* Fix multi-prompt inference

Fix generation of multiple images with multiple prompts, e.g len(prompts)>1, num_images_per_prompt>1

* make

* fix copies

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Co-authored-by: Nikita Balabin <nikita@mxl.ru>

[Bug fix] "previous_timestep()" in DDPM scheduling compatible with "trailing" and "linspace" options (#9384)

* Update scheduling_ddpm.py

* fix copies

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

* Avoid creating a progress bar when it is disabled.

This is useful when exporting a pipeline, and allows a compiler to avoid trying to compile away tqdm.

* Prevent the PyTorch compiler from compiling progress bars.

* Update pipeline_utils.py

* Fix wrong output on 3n-1 steps count

* Add sde handling to 3 order

* make

* copies

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

* fix progress bar updates in SD 1.5 PAG Img2Img pipeline



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Co-authored-by: Vinh H. Pham <phamvinh257@gmail.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Fix some documentation in ./src/diffusers/models/embeddings.py as demonstration.


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Co-authored-by: DaAccursed05 <68813178+DaAccursed05@users.noreply.github.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: Aryan <aryan@huggingface.co>
Co-authored-by: YiYi Xu <yixu310@gmail.com>

* fix: missing AutoencoderKL lora adapter

* fix

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

* Workaround for upscale with large output tensors.

Fixes #10040.

* Fix scale when output_size is given

* Style

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

update

update

* add

compute fourier features in FP32.

Add beta, exponential and karras sigmas to FlowMatchEuler

* add model/pipeline
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* update

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

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

* enable on xpu

* add 1 more

* add one more

* enable more

* add 1 more

* add more

* enable 1

* enable more cases

* enable

* enable

* update comment

* one more

* enable 1

* add more cases

* enable xpu

* add one more caswe

* add more cases

* add 1

* add more

* add more cases

* add case

* enable

* add more

* add more

* add more

* enbale more

* add more

* update code

* update test marker

* add skip back

* update comment

* remove single files

* remove

* style

* add

* revert

* reformat

* update decorator

* update

* update

* update

* Update tests/pipelines/deepfloyd_if/test_if.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* Update src/diffusers/utils/testing_utils.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* Update tests/pipelines/animatediff/test_animatediff_controlnet.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* Update tests/pipelines/animatediff/test_animatediff.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* Update tests/pipelines/animatediff/test_animatediff_controlnet.py
Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>

* update float16

* no unitest.skipt

* update

* apply style check

* reapply format

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

* fix

* update expected slice

* fix

* Update handle single blocks on _convert_xlabs_flux_lora_to_diffusers to fix bug on updating keys and old_state_dict


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Co-authored-by: raul_ar <raul.moreno.salinas@autoretouch.com>
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* improve control net index

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

* feat: add lora support to Mochi-1.

* update

* update

* update

* update

* update

* update

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

* Fix beta and exponential sigmas + add tests

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

* add skip_layers argument to SD3 transformer model class

* add unit test for skip_layers in stable diffusion 3

* sd3: pipeline should support skip layer guidance

* up

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

* update

* update

* update cogvideox rope implementation

* apply suggestions from review

* feat: save_lora_adapter.

* CogVideoX1_1PatchEmbed test

* 1360 * 768

* refactor

* make style

* update docs

* add modeling tests for cogvideox 1.5

* update

* make fix-copies

* add ofs embed(for convert)

* add ofs embed(for convert)

* more resolution for cogvideox1.5-5b-i2v

* use even number of latent frames only

* update pipeline implementations

* make style

* set patch_size_t as None by default

* #skip frames 0

* refactor

* make style

* update docs

* fix ofs_embed

* update docs

* invert_scale_latents

* update

* fix

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

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

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

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

* Update src/diffusers/models/transformers/cogvideox_transformer_3d.py

* update conversion script

* remove copied from

* fix test

* Update docs/source/en/api/pipelines/cogvideox.md

* Update docs/source/en/api/pipelines/cogvideox.md

* Update docs/source/en/api/pipelines/cogvideox.md

* Update docs/source/en/api/pipelines/cogvideox.md

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

Fixed nits in docs and example script.
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

Add all AttnProcessor in `AttentionProcessor` type