Update app.py

app.py

@@ -10,4 +10,24 @@ examples = [
     ["Paris est la <special1> de la France."]
 ]
 
-gr.Interface.load("huggingface/flaubert/flaubert_small_cased", inputs=gr.inputs.Textbox(lines=5, label="Input Text"),title=title,description=description,article=article, examples=examples).launch(enable_queue=True)
+
+io1 = gr.Interface.load("huggingface/flaubert/flaubert_small_cased")
+
+io2 = gr.Interface.load("huggingface/flaubert/flaubert_base_cased")
+
+def inference(inputtext, model):
+    if model == "flaubert_small_cased":
+        outlabel = io1(inputtext)
+    else:
+        outlabel = io2(inputtext)
+    return outlabel
+     
+
+gr.Interface(
+    inference, 
+    [gr.inputs.Textbox(label="Context",lines=10),gr.inputs.Dropdown(choices=["flaubert_small_cased","flaubert_base_cased"], type="value", default="flaubert_small_cased", label="model")], 
+    [gr.outputs.Label(label="Output")],
+    examples=examples,
+    article=article,
+    title=title,
+    description=description).launch(enable_queue=True, cache_examples=True)