webapp update 03-07-2022 6:09 pm

app.py

@@ -0,0 +1,14 @@
+import gradio as gr
+from transformers import BartForConditionalGeneration, BartTokenizer
+
+model = BartForConditionalGeneration.from_pretrained("hyechanjun/interview-question-remake")
+tok = BartTokenizer.from_pretrained("hyechanjun/interview-question-remake")
+
+def genQuestion(context):
+    inputs = tok.tokenize(context, return_tensors="pt")
+    output = model.generate(inputs["input_ids"], num_beams=4, max_length=64)
+
+    return tok.batch_decode(output, skip_special_tokens=True, clean_up_tokenization_spaces=False)
+
+iface = gr.Interface(fn=genQuestion, inputs="text", outputs="text")
+iface.launch()