Fix Marlin processor deps and cached examples

app.py

@@ -222,7 +222,7 @@ main, .gradio-container, .contain {
 """
 
 
-with gr.Blocks(title="Marlin-2B Video Understanding", css=css, fill_width=True) as demo:
+with gr.Blocks(title="Marlin-2B Video Understanding", fill_width=True) as demo:
     gr.Markdown("# Marlin-2B Video Understanding")
     gr.Markdown(LOAD_STATUS)
 
@@ -245,14 +245,6 @@ with gr.Blocks(title="Marlin-2B Video Understanding", css=css, fill_width=True)
                 label="Caption token cap",
             )
             run_btn = gr.Button("Analyze Video", variant="primary")
-            gr.Examples(
-                examples=EXAMPLES,
-                inputs=[video_in, task_in, event_in, max_tokens_in, temperature_in],
-                label="Examples",
-                examples_per_page=3,
-                cache_examples=True,
-                cache_mode="lazy",
-            )
 
         with gr.Column(scale=7, min_width=360):
             timeline_out = gr.Image(type="pil", label="Timeline", height=240)
@@ -276,5 +268,16 @@ with gr.Blocks(title="Marlin-2B Video Understanding", css=css, fill_width=True)
         api_name="analyze",
     )
 
+    gr.Examples(
+        examples=EXAMPLES,
+        inputs=[video_in, task_in, event_in, max_tokens_in, temperature_in],
+        outputs=[scene_out, events_out, span_out, timeline_out, raw_out, status_out],
+        fn=analyze,
+        label="Examples",
+        examples_per_page=3,
+        cache_examples=True,
+        cache_mode="lazy",
+    )
+
 
-demo.queue(max_size=12, default_concurrency_limit=1).launch(ssr_mode=False)
+demo.queue(max_size=12, default_concurrency_limit=1).launch(ssr_mode=False, css=css)

requirements.txt

@@ -4,6 +4,7 @@ hf-transfer
 accelerate>=1.10.0
 transformers>=5.7.0
 torchcodec
+torchvision
 qwen-vl-utils>=0.0.14
 av
 pillow