Changed to stride 2 and switched examine to submit

app.py

@@ -37,7 +37,7 @@ def make_plot(lens, text, statistic, token_cutoff):
         model,
         tokenizer,
         lens_options_dict[lens],
-        layer_stride=1,
+        layer_stride=2,
         input_ids=input_ids,
         start_pos=max(len(input_ids[0]) - token_cutoff, 0),
         statistic=statistic_options_dict[statistic],
@@ -82,7 +82,7 @@ with gr.Blocks() as iface:
             token_cutoff = gr.Slider(
                 maximum=20, minimum=2, value=10, step=1, label="Token Cut Off"
             )
-        examine_btn = gr.Button(value="Examine")
+        examine_btn = gr.Button(value="Submit")
         plot = gr.Plot()
     examine_btn.click(make_plot, [lens_options, text, statistic, token_cutoff], plot)