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* docs for attention * types for embeddings * unet2d docstrings * UNet2DConditionModel docstrings * fix typos * style and vq-vae docstrings * docstrings for VAE * Update src/diffusers/models/unet_2d.py Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> * make style * added inherits from sentence * docstring to forward * make style * Apply suggestions from code review Co-authored-by: Pedro Cuenca <pedro@huggingface.co> * finish model docs * up Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com> Co-authored-by: Pedro Cuenca <pedro@huggingface.co>