diff --git a/api/onnx_web/diffusers/pipelines/panorama.py b/api/onnx_web/diffusers/pipelines/panorama.py
index 54383ca0..ba9cb6a4 100644
--- a/api/onnx_web/diffusers/pipelines/panorama.py
+++ b/api/onnx_web/diffusers/pipelines/panorama.py
@@ -379,7 +379,7 @@ class OnnxStableDiffusionPanoramaPipeline(DiffusionPipeline):
             w_end = w_start + window_size
             views.append((h_start, h_end, w_start, w_end))
 
-        return (views, (h_end, w_end))
+        return (views, (h_end * 8, w_end * 8))
 
     @torch.no_grad()
     def text2img(
@@ -559,13 +559,13 @@ class OnnxStableDiffusionPanoramaPipeline(DiffusionPipeline):
 
         # panorama additions
         views, resize = self.get_views(height, width, self.window, self.stride)
-        count = np.zeros_like(latents)
-        value = np.zeros_like(latents)
+        count = np.zeros_like((latents[0], latents[1], *resize))
+        value = np.zeros_like((latents[0], latents[1], *resize))
 
         latents = expand_latents(
             latents,
-            generator.randint(),
-            Size(width, height),
+            generator.randint(np.iinfo(np.int32).max),
+            Size(resize[1], resize[0]),
             sigma=self.scheduler.init_noise_sigma,
         )
 
diff --git a/api/onnx_web/diffusers/pipelines/panorama_xl.py b/api/onnx_web/diffusers/pipelines/panorama_xl.py
index d42936db..b702a820 100644
--- a/api/onnx_web/diffusers/pipelines/panorama_xl.py
+++ b/api/onnx_web/diffusers/pipelines/panorama_xl.py
@@ -68,7 +68,7 @@ class StableDiffusionXLPanoramaPipelineMixin(StableDiffusionXLImg2ImgPipelineMix
             w_end = w_start + window_size
             views.append((h_start, h_end, w_start, w_end))
 
-        return (views, (h_end, w_end))
+        return (views, (h_end * 8, w_end * 8))
 
     # Adapted from diffusers.pipelines.stable_diffusion.pipeline_stable_diffusion.StableDiffusionPipeline.prepare_latents
     def prepare_latents_img2img(
@@ -393,8 +393,8 @@ class StableDiffusionXLPanoramaPipelineMixin(StableDiffusionXLImg2ImgPipelineMix
         # adjust latents
         latents = expand_latents(
             latents,
-            generator.randint(),
-            Size(width, height),
+            generator.randint(np.iinfo(np.int32).max),
+            Size(resize[1], resize[0]),
             sigma=self.scheduler.init_noise_sigma,
         )
 
@@ -574,6 +574,7 @@ class StableDiffusionXLPanoramaPipelineMixin(StableDiffusionXLImg2ImgPipelineMix
 
         # remove extra margins
         latents = latents[:, :, 0:height, 0:width]
+
         if output_type == "latent":
             image = latents
         else: