app.py

app.py

@@ -0,0 +1,17 @@
+
+
+import gradio as gr
+
+from transformers import AutoModelWithLMHead, AutoTokenizer
+
+tokenizer = AutoTokenizer.from_pretrained("microsoft/DialoGPT-medium")
+model = AutoModelWithLMHead.from_pretrained("microsoft/DialoGPT-medium")
+
+def chatbot(input_text):
+    input_ids = tokenizer.encode(input_text, return_tensors='pt')
+    output = model.generate(input_ids, max_length=50, do_sample=True, top_k=50, top_p=0.95, num_return_sequences=3)
+    output_text = tokenizer.decode(output[0], skip_special_tokens=True)
+    return output_text
+
+iface = gr.Interface(fn=chatbot, inputs="text", outputs="text", description="ChatGPT")
+iface.launch()