animatediff controlnet community pipeline IP adapter fixed

Author: AbhinavGopal

examples/community/pipeline_animatediff_controlnet.py

@@ -23,7 +23,7 @@
 
 from diffusers.image_processor import PipelineImageInput, VaeImageProcessor
 from diffusers.loaders import IPAdapterMixin, LoraLoaderMixin, TextualInversionLoaderMixin
-from diffusers.models import AutoencoderKL, ControlNetModel, ImageProjection, UNet2DConditionModel, UNetMotionModel
+from diffusers.models import AutoencoderKL, ControlNetModel, UNet2DConditionModel, UNetMotionModel
 from diffusers.models.lora import adjust_lora_scale_text_encoder
 from diffusers.models.unets.unet_motion_model import MotionAdapter
 from diffusers.pipelines.animatediff.pipeline_output import AnimateDiffPipelineOutput
@@ -400,12 +400,11 @@ def prepare_ip_adapter_image_embeds(
                 )
 
             image_embeds = []
-            for single_ip_adapter_image, image_proj_layer in zip(
+            for single_ip_adapter_image, _ in zip(
                 ip_adapter_image, self.unet.encoder_hid_proj.image_projection_layers
             ):
-                output_hidden_state = not isinstance(image_proj_layer, ImageProjection)
                 single_image_embeds, single_negative_image_embeds = self.encode_image(
-                    single_ip_adapter_image, device, 1, output_hidden_state
+                    single_ip_adapter_image, device, 1
                 )
                 single_image_embeds = torch.stack([single_image_embeds] * num_images_per_prompt, dim=0)
                 single_negative_image_embeds = torch.stack(