GitLab

* mention fp8 benefits on supported hardware.

* Update docs/source/en/quantization/torchao.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>

* add compilation bits to the bitsandbytes docs.

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

* finish

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

* fix: remove redundant indexing

* style

* improve docstrings for wan

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

* make style

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

* add clarity in documentation for device_map

* docs

* fix how compiler tester mixins are used.

* propagate

* more

* typo.

* fix tests

* fix order of decroators.

* clarify more.

* more test cases.

* fix doc

* fix device_map docstring in pipeline_utils.

* more examples

* more

* update

* remove code for stuff that is already supported.

* fix stuff.

* start adding compilation tests for quantization.

* fixes

* make common utility.

* modularize.

* add group offloading+compile

* xfail

* update

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

* fixes

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

* enable torchao cases on XPU
Signed-off-by: Matrix YAO <matrix.yao@intel.com>

* device agnostic APIs
Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* more
Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* fix style
Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* enable test_torch_compile_recompilation_and_graph_break on XPU
Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* resolve comments
Signed-off-by: YAO Matrix <matrix.yao@intel.com>

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Signed-off-by: Matrix YAO <matrix.yao@intel.com>
Signed-off-by: YAO Matrix <matrix.yao@intel.com>

* fix: vae sampling mode

* fix a typo

support Flux Control LoRA with bnb 8bit.

* allow loading from repo with dot in name

* put new arg at the end to avoid breaking compatibility

* add test for loading repo with dot in name

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

* Update pipeline_flux_inpaint.py to fix padding_mask_crop returning only the inpainted area and not the entire image.

* Apply style fixes

* Update src/diffusers/pipelines/flux/pipeline_flux_inpaint.py

* Add community class StableDiffusionXL_T5Pipeline
Will be used with base model opendiffusionai/stablediffusionxl_t5

* Changed pooled_embeds to use projection instead of slice

* "make style" tweaks

* Added comments to top of code

* Apply style fixes

* update

* update

* update

* update

* update

* update

* update

* fix how compiler tester mixins are used.

* propagate

* more

* initial support

* make fix-copies

* fix no split modules

* add conversion script

* refactor

* add pipeline test

* refactor

* fix bug with mask

* fix for reference images

* remove print

* update docs

* update slices

* update

* update

* update example

* add a test for group offloading + compilation.

* tests

* use deterministic to get stable result
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

* add deterministic for int8 test
Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

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Signed-off-by: jiqing-feng <jiqing.feng@intel.com>

[examples] flux-control: use num_training_steps_for_scheduler in get_scheduler instead of args.max_train_steps * accelerator.num_processes
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

bring PipelineQuantizationConfig at the top of the import chain.

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* updatee

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* initial

* update

* hunyuanvideo

* ltx

* fix

* wan

* gen guide

* feedback

* feedback

* pipeline-level quant config

* feedback

* ltx

* cache

* feedback

chore: rename lora model-level tests.

misc changes in the bnb tests for consistency.

Use float32 for RoPE on MPS in Wan

update torchao doc link

* Fix typos in strings and comments
Signed-off-by: co63oc <co63oc@users.noreply.github.com>

* Update src/diffusers/hooks/hooks.py
Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update src/diffusers/hooks/hooks.py
Co-authored-by: Aryan <contact.aryanvs@gmail.com>

* Update layerwise_casting.py

* Apply style fixes

* update

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Signed-off-by: co63oc <co63oc@users.noreply.github.com>
Co-authored-by: Aryan <contact.aryanvs@gmail.com>
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>

Bug: Fixed Image 2 Image example where a PIL.Image was improperly being asked for an item via index.

* enable group_offloading and PipelineDeviceAndDtypeStabilityTests on XPU,
all passed
Signed-off-by: Matrix YAO <matrix.yao@intel.com>

* fix style
Signed-off-by: Matrix YAO <matrix.yao@intel.com>

* fix
Signed-off-by: Matrix YAO <matrix.yao@intel.com>

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Signed-off-by: Matrix YAO <matrix.yao@intel.com>
Co-authored-by: Aryan <aryan@huggingface.co>

Co-authored-by: Aryan <aryan@huggingface.co>

fix wrong indent for training controlnet

fix lr scheduler steps count
Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>

* combine

* Update docs/source/en/optimization/fp16.md
Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

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

fix the filename for displaying failures in lora ci.

* sana sprint img2img

* fix import

* fix name

* fix image encoding

* fix image encoding

* fix image encoding

* fix image encoding

* fix image encoding

* fix image encoding

* try w/o strength

* try scaling differently

* try with strength

* revert unnecessary changes to scheduler

* revert unnecessary changes to scheduler

* Apply style fixes

* remove comment

* add copy statements

* add copy statements

* add to doc

* add to doc

* add to doc

* add to doc

* Apply style fixes

* empty commit

* fix copies

* fix copies

* fix copies

* fix copies

* fix copies

* docs

* make fix-copies.

* fix doc building error.

* initial commit - add img2img test

* initial commit - add img2img test

* fix import

* fix imports

* Apply style fixes

* empty commit

* remove

* empty commit

* test vocab size

* fix

* fix prompt missing from last commits

* small changes

* fix image processing when input is tensor

* fix order

* Apply style fixes

* empty commit

* fix shape

* remove comment

* image processing

* remove comment

* skip vae tiling test for now

* Apply style fixes

* empty commit

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Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
Co-authored-by: sayakpaul <spsayakpaul@gmail.com>