diff --git a/src/transformers/models/llava_next/modeling_llava_next.py b/src/transformers/models/llava_next/modeling_llava_next.py
index 5a49337b2b5d96..2d23c48225cd00 100644
--- a/src/transformers/models/llava_next/modeling_llava_next.py
+++ b/src/transformers/models/llava_next/modeling_llava_next.py
@@ -138,12 +138,12 @@ def unpad_image(tensor, original_size):
 
     if original_aspect_ratio > current_aspect_ratio:
         scale_factor = current_width / original_width
-        new_height = int(original_height * scale_factor)
+        new_height = int(round(original_height * scale_factor, 7))
         padding = (current_height - new_height) // 2
         unpadded_tensor = tensor[:, padding : current_height - padding, :]
     else:
         scale_factor = current_height / original_height
-        new_width = int(original_width * scale_factor)
+        new_width = int(round(original_width * scale_factor, 7))
         padding = (current_width - new_width) // 2
         unpadded_tensor = tensor[:, :, padding : current_width - padding]
 
diff --git a/src/transformers/models/llava_next_video/modeling_llava_next_video.py b/src/transformers/models/llava_next_video/modeling_llava_next_video.py
index 85c109919da736..a2328c1d2d92cb 100644
--- a/src/transformers/models/llava_next_video/modeling_llava_next_video.py
+++ b/src/transformers/models/llava_next_video/modeling_llava_next_video.py
@@ -143,12 +143,12 @@ def unpad_image(tensor, original_size):
 
     if original_aspect_ratio > current_aspect_ratio:
         scale_factor = current_width / original_width
-        new_height = int(original_height * scale_factor)
+        new_height = int(round(original_height * scale_factor, 7))
         padding = (current_height - new_height) // 2
         unpadded_tensor = tensor[:, padding : current_height - padding, :]
     else:
         scale_factor = current_height / original_height
-        new_width = int(original_width * scale_factor)
+        new_width = int(round(original_width * scale_factor, 7))
         padding = (current_width - new_width) // 2
         unpadded_tensor = tensor[:, :, padding : current_width - padding]
 
diff --git a/src/transformers/models/llava_onevision/modeling_llava_onevision.py b/src/transformers/models/llava_onevision/modeling_llava_onevision.py
index 2aa6b2fa1d6fa5..626db4d96aae2e 100644
--- a/src/transformers/models/llava_onevision/modeling_llava_onevision.py
+++ b/src/transformers/models/llava_onevision/modeling_llava_onevision.py
@@ -139,12 +139,12 @@ def unpad_image(tensor, original_size):
 
     if original_aspect_ratio > current_aspect_ratio:
         scale_factor = current_width / original_width
-        new_height = int(original_height * scale_factor)
+        new_height = int(round(original_height * scale_factor, 7))
         padding = (current_height - new_height) // 2
         unpadded_tensor = tensor[:, padding : current_height - padding, :]
     else:
         scale_factor = current_height / original_height
-        new_width = int(original_width * scale_factor)
+        new_width = int(round(original_width * scale_factor, 7))
         padding = (current_width - new_width) // 2
         unpadded_tensor = tensor[:, :, padding : current_width - padding]