diff --git a/olmocr/pipeline.py b/olmocr/pipeline.py
index a1f0315..6d50e4d 100644
--- a/olmocr/pipeline.py
+++ b/olmocr/pipeline.py
@@ -129,8 +129,8 @@ async def build_page_query(local_pdf_path: str, page: int, target_longest_image_
             {
                 "role": "user",
                 "content": [
-                    {"type": "image_url", "image_url": {"url": f"data:image/png;base64,{image_base64}"}},
                     {"type": "text", "text": build_no_anchoring_yaml_prompt()},
+                    {"type": "image_url", "image_url": {"url": f"data:image/png;base64,{image_base64}"}},
                 ],
             }
         ],
diff --git a/olmocr/train/dataloader.py b/olmocr/train/dataloader.py
index 502c8bc..1387a70 100644
--- a/olmocr/train/dataloader.py
+++ b/olmocr/train/dataloader.py
@@ -417,8 +417,8 @@ class InstructUserMessages(PipelineStep):
         messages = {
             "role": "user",
             "content": [
-                {"type": "image", "image": sample["image"]},
                 {"type": "text", "text": sample["instruction_prompt"]},
+                {"type": "image", "image": sample["image"]},
             ],
         }