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* Update __init__.py * add consisid * update consisid * update consisid * make style * make_style * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: hlky <hlky@hlky.ac> * add doc * make style * Rename consisid .md to consisid.md * Update geodiff_molecule_conformation.ipynb * Update geodiff_molecule_conformation.ipynb * Update geodiff_molecule_conformation.ipynb * Update demo.ipynb * Update pipeline_consisid.py * make fix-copies * Update docs/source/en/using-diffusers/consisid.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/consisid.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update docs/source/en/using-diffusers/consisid.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update doc & pipeline code * fix typo * make style * update example * Update docs/source/en/using-diffusers/consisid.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update example * update example * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/pipelines/consisid/pipeline_consisid.py Co-authored-by: hlky <hlky@hlky.ac> * update * add test and update * remove some changes from docs * refactor * fix * undo changes to examples * remove save/load and fuse methods * update * link hf-doc-img & make test extremely small * update * add lora * fix test * update * update * change expected_diff_max to 0.4 * fix typo * fix link * fix typo * update docs * update * remove consisid lora tests --------- Co-authored-by: hlky <hlky@hlky.ac> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> Co-authored-by: Aryan <aryan@huggingface.co>
set rest of the blocks with requires_grad False.
Signed-off-by: sunxunle <sunxunle@ampere.tech>
* bugfix for npu not support float64 * is_mps is_npu --------- Co-authored-by: 白超 <baichao19@huawei.com> Co-authored-by: hlky <hlky@hlky.ac>
change licensing to 2025 from 2024.
* enable dreambooth_lora on other devices Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * enable xpu Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * check cuda device before empty cache Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix comment Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * import free_memory Signed-off-by: jiqing-feng <jiqing.feng@intel.com> --------- Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
Remove the FP32 Wrapper Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
* initial comit * fix empty cache * fix one more * fix style * update device functions * update * update * Update src/diffusers/utils/testing_utils.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/utils/testing_utils.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/utils/testing_utils.py Co-authored-by: hlky <hlky@hlky.ac> * Update tests/pipelines/controlnet/test_controlnet.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/utils/testing_utils.py Co-authored-by: hlky <hlky@hlky.ac> * Update src/diffusers/utils/testing_utils.py Co-authored-by: hlky <hlky@hlky.ac> * Update tests/pipelines/controlnet/test_controlnet.py Co-authored-by: hlky <hlky@hlky.ac> * with gc.collect * update * make style * check_torch_dependencies * add mps empty cache * bug fix * Apply suggestions from code review --------- Co-authored-by: hlky <hlky@hlky.ac>
* add * style
* update * update * make style * remove dynamo disable * add coauthor Co-Authored-By: Dhruv Nair <dhruv.nair@gmail.com> * update * update * update * update mixin * add some basic tests * update * update * non_blocking * improvements * update * norm.* -> norm * apply suggestions from review * add example * update hook implementation to the latest changes from pyramid attention broadcast * deinitialize should raise an error * update doc page * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update docs * update * refactor * fix _always_upcast_modules for asym ae and vq_model * fix lumina embedding forward to not depend on weight dtype * refactor tests * add simple lora inference tests * _always_upcast_modules -> _precision_sensitive_module_patterns * remove todo comments about review; revert changes to self.dtype in unets because .dtype on ModelMixin should be able to handle fp8 weight case * check layer dtypes in lora test * fix UNet1DModelTests::test_layerwise_upcasting_inference * _precision_sensitive_module_patterns -> _skip_layerwise_casting_patterns based on feedback * skip test in NCSNppModelTests * skip tests for AutoencoderTinyTests * skip tests for AutoencoderOobleckTests * skip tests for UNet1DModelTests - unsupported pytorch operations * layerwise_upcasting -> layerwise_casting * skip tests for UNetRLModelTests; needs next pytorch release for currently unimplemented operation support * add layerwise fp8 pipeline test * use xfail * Apply suggestions from code review Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com> * add assertion with fp32 comparison; add tolerance to fp8-fp32 vs fp32-fp32 comparison (required for a few models' test to pass) * add note about memory consumption on tesla CI runner for failing test --------- Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
improve error message
…tils.py (#10624) add onnxruntime-migraphx to import_utils.py Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* fixes * fixes * fixes * updates
fix image path in para attention docs
* uv * feedback
vars mixed-up
* Add IP-Adapter example to Flux docs * Apply suggestions from code review Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
We already set the unet to requires grad false at line 506 Co-authored-by: Aryan <aryan@huggingface.co>
…0631) * feat: add a lora extraction script. * updates
* 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> --------- Co-authored-by: Other Contributor <a457435687@126.com>
* NPU Adaption for Sanna --------- Co-authored-by: J石页 <jiangshuo9@h-partners.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Sigmoid scheduler in scheduling_ddpm.py docs
* create a script to train vae * update main.py * update train_autoencoderkl.py * update train_autoencoderkl.py * add a check of --pretrained_model_name_or_path and --model_config_name_or_path * remove the comment, remove diffusers in requiremnets.txt, add validation_image ote * update autoencoderkl.py * quality --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* 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 --------- Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com> Co-authored-by: hlky <hlky@hlky.ac>
* [training] Convert to ImageFolder script * make
#10663) controlnet union XL, make control_image immutible when this argument is passed a list, __call__ modifies its content, since it is pass by reference the list passed by the caller gets its content modified unexpectedly make a copy at method intro so this does not happen Co-authored-by: Teriks <Teriks@users.noreply.github.com>
Co-authored-by: Giuseppe Catalano <giuseppelorenzo.catalano@unito.it>
* start pyramid attention broadcast * add coauthor Co-Authored-By: Xuanlei Zhao <43881818+oahzxl@users.noreply.github.com> * update * make style * update * make style * add docs * add tests * update * 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> * Pyramid Attention Broadcast rewrite + introduce hooks (#9826) * rewrite implementation with hooks * make style * update * merge pyramid-attention-rewrite-2 * make style * remove changes from latte transformer * revert docs changes * better debug message * add todos for future * update tests * make style * cleanup * fix * improve log message; fix latte test * refactor * update * update * update * revert changes to tests * update docs * update tests * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * update * fix flux test * reorder * refactor * make fix-copies * update docs * fixes * more fixes * make style * update tests * update code example * make fix-copies * refactor based on reviews * use maybe_free_model_hooks * CacheMixin * make style * update * add current_timestep property; update docs * make fix-copies * update * improve tests * try circular import fix * apply suggestions from review * address review comments * Apply suggestions from code review * refactor hook implementation * add test suite for hooks * PAB Refactor (#10667) * update * update * update --------- Co-authored-by: DN6 <dhruv.nair@gmail.com> * update * fix remove hook behaviour --------- Co-authored-by: Xuanlei Zhao <43881818+oahzxl@users.noreply.github.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> Co-authored-by: DN6 <dhruv.nair@gmail.com>
…de (#10600) * fix: refer to use_framewise_encoding on AutoencoderKLHunyuanVideo._encode * fix: comment about tile_sample_min_num_frames --------- Co-authored-by: Aryan <aryan@huggingface.co>
* update * remove unused fn * apply suggestions based on review * update + cleanup 🧹 * more cleanup 🧹 * make fix-copies * update test
…_max_memory` (#10669) * conditionally check if compute capability is met. * log info. * fix condition. * updates * updates * updates * updates
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