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* 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 --------- 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>
update torchao doc link
Use float32 for RoPE on MPS in Wan
misc changes in the bnb tests for consistency.
chore: rename lora model-level tests.
* cache * feedback
* initial * update * hunyuanvideo * ltx * fix * wan * gen guide * feedback * feedback * pipeline-level quant config * feedback * ltx
* 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
…in. (#11656) bring PipelineQuantizationConfig at the top of the import chain.
[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>
* 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> --------- Signed-off-by: jiqing-feng <jiqing.feng@intel.com>
* add a test for group offloading + compilation. * tests
* 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
* fix how compiler tester mixins are used. * propagate * more
…ocess (#11596) * update * update * update * update * update * update * update
* 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
…ly the inpainted area (#11658) * 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
* 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 --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
support Flux Control LoRA with bnb 8bit.
* fix: vae sampling mode * fix a typo
…or test cases (#11654) * 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> --------- Signed-off-by: Matrix YAO <matrix.yao@intel.com> Signed-off-by: YAO Matrix <matrix.yao@intel.com>
* 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 --------- Co-authored-by: Dhruv Nair <dhruv.nair@gmail.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.
* improve docstrings for wan * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * make style --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* fix: remove redundant indexing * style
* add compilation bits to the bitsandbytes docs. * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * finish --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* [rfc][compile] compile method for DiffusionPipeline * Apply suggestions from code review Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> * Apply style fixes * Update docs/source/en/optimization/fp16.md * check --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* add test for checking compile on different shapes. * update * update * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
…11809) Signed-off-by: Liu, Kaixuan <kaixuan.liu@intel.com>
* support flux kontext * make fix-copies * add example * add tests * update docs * update * add note on integrity checker * make fix-copies issue * add copied froms * make style * update repository ids * more copied froms
* support flux kontext * make fix-copies * add example * add tests * update docs * update * add note on integrity checker * initial commit * initial commit * add readme section and fixes in the training script. * add test * rectify ckpt_id * fix ckpt * fixes * change id * update * Update examples/dreambooth/train_dreambooth_lora_flux_kontext.py Co-authored-by: Aryan <aryan@huggingface.co> * Update examples/dreambooth/README_flux.md --------- Co-authored-by: Aryan <aryan@huggingface.co> Co-authored-by: linoytsaban <linoy@huggingface.co> Co-authored-by: Linoy Tsaban <57615435+linoytsaban@users.noreply.github.com>
* disable onnx, mps, flax * remove
* update * update * update * update * update * user property instead
…1804) * update * add test * address review comments * update * fixes * change decorator order to fix tests * try fix * fight tests
* fix: lora unloading behvaiour * fix * update
* feat: use exclude modules to loraconfig. * version-guard. * tests and version guard. * remove print. * describe the test * more detailed warning message + shift to debug * update * update * update * remove test
* ENH Improve speed of expanding LoRA scales Resolves #11816 The following call proved to be a bottleneck when setting a lot of LoRA adapters in diffusers: https://github.com/huggingface/diffusers/blob/cdaf84a708eadf17d731657f4be3fa39d09a12c0/src/diffusers/loaders/peft.py#L482 This is because we would repeatedly call unet.state_dict(), even though in the standard case, it is not necessary: https://github.com/huggingface/diffusers/blob/cdaf84a708eadf17d731657f4be3fa39d09a12c0/src/diffusers/loaders/unet_loader_utils.py#L55 This PR fixes this by deferring this call, so that it is only run when it's necessary, not earlier. * Small fix --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
remove print
…11825) * add resolution changes tests to hotswapping test suite. * fixes * docs * explain duck shapes * fix
* reset deterministic in tearDownClass Signed-off-by: jiqing-feng <jiqing.feng@intel.com> * fix deterministic setting Signed-off-by: jiqing-feng <jiqing.feng@intel.com> --------- Signed-off-by: jiqing-feng <jiqing.feng@intel.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* update * update --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* update * update * update docs
fix single_file example.
* use real instead of complex tensors in Wan2.1 RoPE * remove the redundant type conversion * unpack rotary_emb * register rotary embedding frequencies as non-persistent buffers * Apply style fixes --------- Co-authored-by: Aryan <aryan@huggingface.co> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* draft * fix * fix * feedback * feedback
add warning Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
…ansformer` (#11807) * add `WandVACETransformer3DModel` in`SINGLE_FILE_LOADABLE_CLASSES` * add rename keys for `VACE` add rename keys for `VACE` * fix typo Sincere thanks to @nitinmukesh 🙇♂️ * support for `1.3B VACE` model Sincere thanks to @nitinmukesh again🙇♂️ * update * update * Apply style fixes --------- Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* wan vace. * update * update * import problem
* update: FluxKontextInpaintPipeline support * fix: Refactor code, remove mask_image_latents and ruff check * feat: Add test case and fix with pytest * Apply style fixes * copies --------- Co-authored-by: YiYi Xu <yixu310@gmail.com> Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* initial commit * initial commit * initial commit * fix import * fix prefix * remove print * Apply style fixes --------- Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
* update * Update docs/source/en/using-diffusers/schedulers.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * Update schedulers.md --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* start overhauling the benchmarking suite. * fixes * fixes * checking. * checking * fixes. * error handling and logging. * add flops and params. * add more models. * utility to fire execution of all benchmarking scripts. * utility to push to the hub. * push utility improvement * seems to be working. * okay * add torchprofile dep. * remove total gpu memory * fixes * fix * need a big gpu * better * what's happening. * okay * separate requirements and make it nightly. * add db population script. * update secret name * update secret. * population db update * disable db population for now. * change to every monday * Update .github/workflows/benchmark.yml Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com> * quality improvements. * reparate hub upload step. * repository * remove csv * check * update * update * threading. * update * update * updaye * update * update * update * remove peft dep * upgrade runner. * fix * fixes * fix merging csvs. * push dataset to the Space repo for analysis. * warm up. * add a readme * Apply suggestions from code review Co-authored-by: Luc Georges <McPatate@users.noreply.github.com> * address feedback * Apply suggestions from code review * disable db workflow. * update to bi weekly. * enable population * enable * updaye * update * metadata * fix --------- Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com> Co-authored-by: Luc Georges <McPatate@users.noreply.github.com>
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