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…uggingface#5237) Ignore PyTorch, ONNX files when they coexist with Flax weights
compile test fixes
…face#5240) * [PEFT warnings] Only sure deprecation warnings in the future * make style
* added docstrings in forward methods of T2IAdapter model and FullAdapter model * added docstrings in forward methods of FullAdapterXL and AdapterBlock models * Added docstrings in forward methods of adapter models
* Add VAE slicing and tiling methods. * Switch to using VaeImageProcessing for preprocessing and postprocessing of images. * Rename the VaeImageProcessor to vae_image_processor to avoid a name clash with the CLIPImageProcessor (image_processor). * Remove the postprocess() function because we're using a VaeImageProcessor instead. * Remove UniDiffuserPipeline.decode_image_latents because we're using VaeImageProcessor instead. * Refactor generating text from text latents into a decode_text_latents method. * Add enable_full_determinism() to UniDiffuser tests. * make style * Add PipelineLatentTesterMixin to UniDiffuserPipelineFastTests. * Remove enable_model_cpu_offload since it is now part of DiffusionPipeline. * Rename the VaeImageProcessor instance to self.image_processor for consistency with other pipelines and rename the CLIPImageProcessor instance to clip_image_processor to avoid a name clash. * Update UniDiffuser conversion script. * Make safe_serialization configurable in UniDiffuser conversion script. * Rename image_processor to clip_image_processor in UniDiffuser tests. * Add PipelineKarrasSchedulerTesterMixin to UniDiffuserPipelineFastTests. * Add initial test for compiling the UniDiffuser model (not tested yet). * Update encode_prompt and _encode_prompt to match that of StableDiffusionPipeline. * Turn off standard classifier-free guidance for now. * make style * make fix-copies * apply suggestions from review --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* fix: how print training resume logs. * propagate changes to text-to-image scripts. * propagate changes to instructpix2pix. * propagate changes to dreambooth * propagate changes to custom diffusion and instructpix2pix * propagate changes to kandinsky * propagate changes to textual inv. * debug * fix: checkpointing. * debug * debug * debug * back to the square * debug * debug * change condition order. * debug * debug * debug * debug * revert to original * clean --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* Add docstring for the AutoencoderKL's decode huggingface#5230 * Follow the style guidelines in AutoencoderKL's decode huggingface#5230 --------- Co-authored-by: stano <>
* Add docstring for the AutoencoderKL's encode huggingface#5229 * Support Python 3.8 syntax in AutoencoderKL.decode type hints Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * Follow the style guidelines in AutoencoderKL's encode huggingface#5230 --------- Co-authored-by: stano <> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* Update Unipc einsum to support 1D and 3D diffusion. * Add unittest * Update unittest & edge case * Fix unittest * Fix testing_utils.py * Fix unittest file --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* fix all * make fix copies * make fix copies
* [SDXL Flax] Add research folder * Add co-author Co-authored-by: Juan Acevedo <jfacevedo@google.com> --------- Co-authored-by: Juan Acevedo <jfacevedo@google.com>
* pipline fetcher * update script * clean up * clean up * clean up * new pipeline runner * rename tests to match modules * test actions in pr * change runner to gpu * clean up * clean up * clean up * fix report * fix reporting * clean up * show test stats in failure reports * give names to jobs * add lora tests * split torch cuda tests and add compile tests * clean up * fix tests * change push to run only on main --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* handle case when controlnet is list * Update src/diffusers/loaders.py * Apply suggestions from code review * Update src/diffusers/loaders.py * typecheck comment --------- Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* Update _toctree.yml * Add files via upload * Update docs/source/zh/stable_diffusion.md Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> --------- Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
…standing other developers what are doing and where it's using.
* ✨ Added Fourier filter function to upsample blocks * 🔧 Update Fourier_filter for float16 support * ✨ Added UNetFreeUConfig to UNet model for FreeU adaptation 🛠️ * move unet to its original form and add fourier_filter to torch_utils. * implement freeU enable mechanism * implement disable mechanism * resolution index. * correct resolution idx condition. * fix copies. * no need to use resolution_idx in vae. * spell out the kwargs * proper config property * fix attribution setting * place unet hasattr properly. * fix: attribute access. * proper disable * remove validation method. * debug * debug * debug * debug * debug * debug * potential fix. * add: doc. * fix copies * add: tests. * add: support freeU in SDXL. * set default value of resolution idx. * set default values for resolution_idx. * fix copies * fix rest. * fix copies * address PR comments. * run fix-copies * move apply_free_u to utils and other minors. * introduce support for video (unet3D) * minor ups * consistent fix-copies. * consistent stuff * fix-copies * add: rest * add: docs. * fix: tests * fix: doc path * Apply suggestions from code review Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com> * style up * move to techniques. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for sd freeu. * add: slow test for video with freeu * add: slow test for video with freeu * add: slow test for video with freeu * style --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
* add: entry for DDPO support. * move to training * address steven's comments./
huggingface#5238) Min-SNR Gamma: correct the fix for SNR weighted loss in v-prediction by adding 1 to SNR rather than the resulting loss weights Co-authored-by: bghira <bghira@users.github.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
bump tolerance on shape test
…usionLatentUpscalePipeline (huggingface#5194) * add from single file * clean up * make style * add single file loading for upscaling
fix: torch.compile() for lora conv
* start * finish draft * add section * edits * feedback * make fix-copies * rebase
tiny fixes
* Update pipeline_wuerstchen_prior.py * prior_num_inference_steps updated * height, width, num_inference_steps, and guidance_scale synced * parameters synced * latent_mean, latent_std, and resolution_multiple synced * prior_num_inference_steps changed * Formatted pipeline_wuerstchen_prior.py * Update src/diffusers/pipelines/wuerstchen/pipeline_wuerstchen_prior.py --------- Co-authored-by: Kashif Rasul <kashif.rasul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>
This changes suggest by maintener. Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Add suggested text Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
I changed the Parameter to Args text.
proper indentation set in this file.
a little bit of change in the act_fun argument line.
…ainting mode when EulerAncestralDiscreteScheduler is used (huggingface#5305) * fix(gligen_inpaint_pipeline): 🐛 Wrap the timestep() 0-d tensor in a list to convert to 1-d tensor. This avoids the TypeError caused by trying to directly iterate over a 0-dimensional tensor in the denoising stage * test(gligen/gligen_text_image): unit test using the EulerAncestralDiscreteScheduler --------- Co-authored-by: zhen-hao.chu <zhen-hao.chu@vitrox.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* Update train_custom_diffusion.py * make style * Empty-Commit --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
…#5290) * Reduce number of down block channels * Remove debug code * Set new excepted image slice values for sdxl euler test
…ace#5292) * decrease UNet2DConditionModel & ControlNetModel blocks * decrease UNet2DConditionModel & ControlNetModel blocks * decrease even more blocks & number of norm groups * decrease vae block out channels and n of norm goups * fix code style --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
* improvement: add typehints and docs to diffusers/models/activations.py * improvement: add typehints and docs to diffusers/models/resnet.py
Update adapter.md to fix links to adapter pipelines
* Fix fuse Lora * improve a bit * make style * Update src/diffusers/models/lora.py Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com> * ciao C file * ciao C file * test & make style --------- Co-authored-by: Benjamin Bossan <BenjaminBossan@users.noreply.github.com>
…ngface#4719) `jnp.array` is a function, not a type: https://jax.readthedocs.io/en/latest/_autosummary/jax.numpy.array.html so it never makes sense to use `jnp.array` in a type annotation. Presumably the intent was to write `jnp.ndarray` aka `jax.Array`. Change uses of `jnp.array` to `jnp.ndarray`. Co-authored-by: Peter Hawkins <phawkins@google.com>
Update requirements_sdxl.txt Add missing 'datasets' Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
…uggingface#5340) fix problem of 'accelerator.is_main_process' to run in mutiple GPUs or NPUs Co-authored-by: jiaqiw <wangjiaqi50@huawei.com>
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Marge doc_string and main branch