Update pipeline_pag_controlnet_sd_img2img.py

Author: SahilCarterr

src/diffusers/pipelines/pag/pipeline_pag_controlnet_sd_img2img.py

@@ -1155,6 +1155,7 @@ def __call__(
             )
         elif self.do_classifier_free_guidance:
             prompt_embeds = torch.cat([negative_prompt_embeds, prompt_embeds])
+
          # 3.2 Encode ip_adapter_image
         if ip_adapter_image is not None or ip_adapter_image_embeds is not None:
             ip_adapter_image_embeds = self.prepare_ip_adapter_image_embeds(
@@ -1329,7 +1330,7 @@ def __call__(
                     )
                 elif self.do_classifier_free_guidance:
                     noise_pred_uncond, noise_pred_text = noise_pred.chunk(2)
-                    noise_pred = noise_pred_uncond + guidance_scale * (noise_pred_text - noise_pred_uncond)
+                    noise_pred = noise_pred_uncond + self.guidance_scale * (noise_pred_text - noise_pred_uncond)
 
                 # compute the previous noisy sample x_t -> x_t-1
                 latents = self.scheduler.step(noise_pred, t, latents, **extra_step_kwargs, return_dict=False)[0]