Update pipeline_stable_diffusion_3_ipa.py

pipeline_stable_diffusion_3_ipa.py

@@ -1186,7 +1186,12 @@ class StableDiffusion3Pipeline(DiffusionPipeline, SD3LoraLoaderMixin, FromSingle
         #clip_image_embeds = torch.cat([torch.zeros_like(torch.stack(image_prompt_embeds_list)), torch.stack(image_prompt_embeds_list)], dim=0).mean(dim=0)
         # FAILS clip_image_embeds = torch.cat(torch.stack(image_prompt_embeds_list), dim=0).mean(dim=0)
         # FAILS TIMESTEPS clip_image_embeds = torch.cat(image_prompt_embeds_list, dim=0).mean(dim=0)
-        clip_image_embeds = torch.mean(torch.stack(image_prompt_embeds_list), dim=0)
+        
+        clip_image_embeds = torch.mean(torch.stack(image_prompt_embeds_list), dim=0).unsqueeze(0)
+        bs_embed, seq_len, _ = image_prompt_embeds.shape
+        image_prompt_embeds = image_prompt_embeds.repeat(1, 1, 1)
+        image_prompt_embeds = image_prompt_embeds.view(bs_embed * 1, seq_len, -1)
+        
         #clip_image_embeds = torch.cat([torch.stack(image_prompt_embeds_list)], dim=0).mean(dim=0)
         
         # 4. Prepare timesteps