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StableDiffusionXLTextEncoderStep)
StableDiffusionXLAutoIPAdapterStep)
ip_adapter_image is provided. This step should be placed before the 'input' step.StableDiffusionXLAutoVaeEncoderStep)
StableDiffusionXLCoreDenoiseStep)
StableDiffusionXLAutoDecodeStep)
CLIPTextModel)CLIPTextModelWithProjection)CLIPTokenizer)CLIPTokenizer)ClassifierFreeGuidance)CLIPVisionModelWithProjection)CLIPImageProcessor)UNet2DConditionModel)AutoencoderKL)VaeImageProcessor)VaeImageProcessor)EulerDiscreteScheduler)ControlNetUnionModel)VaeImageProcessor)prompt (None, optional): No description providedprompt (None, optional): No description providedimage (None): No description providedprompt (None, optional): No description providedimage (None): No description providedmask_image (None): No description providedprompt (None, optional): No description providedcontrol_image (None): No description providedprompt (None, optional): No description providedimage (None): No description providedcontrol_image (None): No description providedprompt (None, optional): No description providedimage (None): No description providedmask_image (None): No description providedcontrol_image (None): No description providedprompt (None, optional): No description providedcontrol_image (None): No description providedcontrol_mode (None): No description providedprompt (None, optional): No description providedimage (None): No description providedcontrol_image (None): No description providedcontrol_mode (None): No description providedprompt (None, optional): No description providedimage (None): No description providedmask_image (None): No description providedcontrol_image (None): No description providedcontrol_mode (None): No description providedprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adapterprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adapterimage (None): No description providedprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adapterimage (None): No description providedmask_image (None): No description providedprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adaptercontrol_image (None): No description providedprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adapterimage (None): No description providedcontrol_image (None): No description providedprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adapterimage (None): No description providedmask_image (None): No description providedcontrol_image (None): No description providedprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adaptercontrol_image (None): No description providedcontrol_mode (None): No description providedprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adapterimage (None): No description providedcontrol_image (None): No description providedcontrol_mode (None): No description providedprompt (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list): The image(s) to be used as ip adapterimage (None): No description providedmask_image (None): No description providedcontrol_image (None): No description providedcontrol_mode (None): No description providedprompt (None, optional): No description providedprompt_2 (None, optional): No description providednegative_prompt (None, optional): No description providednegative_prompt_2 (None, optional): No description providedcross_attention_kwargs (None, optional): No description providedclip_skip (None, optional): No description providedip_adapter_image (Image | ndarray | Tensor | list | list | list, optional): The image(s) to be used as ip adapterheight (None, optional): No description providedwidth (None, optional): No description providedimage (None, optional): No description providedmask_image (None, optional): No description providedpadding_mask_crop (None, optional): No description provideddtype (dtype, optional): The dtype of the model inputsgenerator (None, optional): No description providedpreprocess_kwargs (dict | NoneType, optional): A kwargs dictionary that if specified is passed along to the ImageProcessor as defined under self.image_processor in [diffusers.image_processor.VaeImageProcessor]num_images_per_prompt (None, optional, defaults to 1): No description providedip_adapter_embeds (list, optional): Pre-generated image embeddings for IP-Adapter. Can be generated from ip_adapter step.negative_ip_adapter_embeds (list, optional): Pre-generated negative image embeddings for IP-Adapter. Can be generated from ip_adapter step.num_inference_steps (None, optional, defaults to 50): No description providedtimesteps (None, optional): No description providedsigmas (None, optional): No description provideddenoising_end (None, optional): No description providedstrength (None, optional, defaults to 0.3): No description provideddenoising_start (None, optional): No description providedlatents (None): No description providedimage_latents (Tensor, optional): The latents representing the reference image for image-to-image/inpainting generation. Can be generated in vae_encode step.mask (Tensor, optional): The mask for the inpainting generation. Can be generated in vae_encode step.masked_image_latents (Tensor, optional): The masked image latents for the inpainting generation (only for inpainting-specific unet). Can be generated in vae_encode step.original_size (None, optional): No description providedtarget_size (None, optional): No description providednegative_original_size (None, optional): No description providednegative_target_size (None, optional): No description providedcrops_coords_top_left (None, optional, defaults to (0, 0)): No description providednegative_crops_coords_top_left (None, optional, defaults to (0, 0)): No description providedaesthetic_score (None, optional, defaults to 6.0): No description providednegative_aesthetic_score (None, optional, defaults to 2.0): No description providedcontrol_image (None, optional): No description providedcontrol_mode (None, optional): No description providedcontrol_guidance_start (None, optional, defaults to 0.0): No description providedcontrol_guidance_end (None, optional, defaults to 1.0): No description providedcontrolnet_conditioning_scale (None, optional, defaults to 1.0): No description providedguess_mode (None, optional, defaults to False): No description providedcrops_coords (tuple | NoneType, optional): The crop coordinates to use for preprocess/postprocess the image and mask, for inpainting task only. Can be generated in vae_encode step.controlnet_cond (Tensor, optional): The control image to use for the denoising process. Can be generated in prepare_controlnet_inputs step.conditioning_scale (float, optional): The controlnet conditioning scale value to use for the denoising process. Can be generated in prepare_controlnet_inputs step.controlnet_keep (list, optional): The controlnet keep values to use for the denoising process. Can be generated in prepare_controlnet_inputs step.**denoiser_input_fields (None, optional): All conditional model inputs that need to be prepared with guider. It should contain prompt_embeds/negative_prompt_embeds, add_time_ids/negative_add_time_ids, pooled_prompt_embeds/negative_pooled_prompt_embeds, and ip_adapter_embeds/negative_ip_adapter_embeds (optional).please add kwargs_type=denoiser_input_fields to their parameter spec (OutputParam) when they are created and added to the pipeline stateeta (None, optional, defaults to 0.0): No description providedoutput_type (None, optional, defaults to pil): No description providedimages (list): Generated images.