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* initial diffNext v3 * move to v3 folder * imports * dry up the unets * no switch_level * fix init * add switch_level tp config * Fixed some things * Added pooled text embeddings * Initial work on adding image encoder * changes from @dome272 * Stuff for the image encoder processing and variable naming in decoder * fix arg name * inference fixes * inference fixes * default TimestepBlock without conds * c_skip=0 by default * fix bfloat16 to cpu * use config * undo temp change * fix gen_c_embeddings args * change text encoding * text encoding * undo print * undo .gitignore change * Allow WuerstchenV3PriorPipeline to use the base DDPM & DDIM schedulers * use WuerstchenV3Unet in both pipelines * fix imports * initial failing tests * cleanup * use scheduler.timesterps * some fixes to the tests, still not fully working * fix tests * fix prior tests * add dropout to the model_kwargs * more tests passing * update expected_slice * initial rename * rename tests * rename class names * make fix-copies * initial docs * autodocs * typos * fix arg docs * add text_encoder info * combined pipeline has optional image arg * fix documentation * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * use self.config * Update src/diffusers/pipelines/stable_cascade/modeling_stable_cascade_common.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * c_in -> in_channels * removed kwargs from unet's forward * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade.py Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * remove older callback api * removed kwargs and fixed decoder guidance > 1 * decoder takes emeds * check and use image_embeds * fixed all but one decoder test * fix decoder tests * update callback api * fix some more combined tests * push combined pipeline * initial docs * fix doc_string * update combined api * no test_callback_inputs test for combined pipeline * add optional components * fix ordering of components * fix combined tests * update convert script * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * Update src/diffusers/pipelines/stable_cascade/pipeline_stable_cascade_prior.py Co-authored-by: YiYi Xu <yixu310@gmail.com> * fix imports * move effnet out of deniosing loop * prompt_embeds_pooled only when doing guidance * Fix repeat shape * move StableCascadeUnet to models/unets/ * more descriptive names * converted when numpy() * StableCascadePriorPipelineOutput docs * rename StableCascadeUNet * add slow tests * fix slow tests * update * update * updated model_path * add args for weights * set push_to_hub to false * update * update * update * update * update * update * update * update * update * update * update * update * update * update --------- Co-authored-by: Dominic Rampas <d6582533@gmail.com> Co-authored-by: Pablo Pernias <pablo@pernias.com> Co-authored-by: Sayak Paul <spsayakpaul@gmail.com> Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: YiYi Xu <yixu310@gmail.com> Co-authored-by: 99991 <99991@users.noreply.github.com> Co-authored-by: Dhruv Nair <dhruv.nair@gmail.com>