Update app.py

app.py

@@ -7,7 +7,27 @@ description = "Gradio Demo for ConvBERT. To use it, simply add your text, or cli
 article = "<p style='text-align: center'><a href='https://arxiv.org/abs/2008.02496' target='_blank'>ConvBERT: Improving BERT with Span-based Dynamic Convolution</a></p>"
 
 examples = [
-    ['My name is Wolfgang and I live in Berlin']
+    ['My name is Wolfgang and I live in Berlin',"conv-bert-base"]
 ]
 
-gr.Interface.load("huggingface/YituTech/conv-bert-base", 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/YituTech/conv-bert-base")
+
+io2 = gr.Interface.load("huggingface/YituTech/conv-bert-medium-small")
+
+def inference(inputtext, model):
+    if model == "conv-bert-base":
+        outlabel = io1(inputtext)
+    else:
+        outlabel = io2(inputtext)
+    return outlabel
+     
+
+gr.Interface(
+    inference, 
+    [gr.inputs.Textbox(label="Context",lines=10),gr.inputs.Dropdown(choices=["conv-bert-base","conv-bert-medium-small"], type="value", default="conv-bert-base", label="model")], 
+    [gr.outputs.Dataframe(label="Output")],
+    examples=examples,
+    article=article,
+    title=title,
+    description=description).launch(enable_queue=True, cache_examples=True)