Add application file

app.py

@@ -1,7 +1,20 @@
-import gradio as gr
+from transformers import AutoTokenizer, AutoModelForCausalLM
+
+model_name = 'gpt2-TOD_finetuned_SGD'
+tokenizer_TOD = AutoTokenizer.from_pretrained(model_name)
+model_TOD = AutoModelForCausalLM.from_pretrained(model_name)
+
+def generate_response(message):
+    input_ids = tokenizer_TOD(prompt, return_tensors="pt").input_ids
+    outputs = model_TOD.generate(input_ids, 
+                                 do_sample=False, 
+                                 max_length=1024, 
+                                 eos_token_id=50262)
+    return tokenizer_TOD.batch_decode(outputs)[0]
 
-def greet(name):
-    return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+
+import gradio as gr
+
+iface = gr.Interface(fn=generate_response, inputs="text", outputs="text")
 iface.launch()