Update app.py

app.py

@@ -1,3 +1,25 @@
-import gradio as gr
+import streamlit as st
+import torch
+from transformers import PreTrainedTokenizerFast
+from transformers import T5ForConditionalGeneration
 
-gr.Interface.load("models/Sehong/t5-large-QuestionGeneration").launch()
+tokenizer = PreTrainedTokenizerFast.from_pretrained('Sehong/t5-large-QuestionGeneration')
+model = T5ForConditionalGeneration.from_pretrained('Sehong/t5-large-QuestionGeneration')
+
+# tokenized
+'''
+text = "answer:Saint Bern ##ade ##tte So ##ubi ##rous content:Architectural ##ly , the school has a Catholic character . At ##op the Main Building ' s gold dome is a golden statue of the Virgin Mary . Immediately in front of the Main Building and facing it , is a copper statue of Christ with arms up ##rai ##sed with the legend "" V ##eni ##te Ad Me O ##m ##nes "" . Next to the Main Building is the Basilica of the Sacred Heart . Immediately behind the b ##asi ##lica is the G ##rot ##to , a Marian place of prayer and reflection . It is a replica of the g ##rot ##to at Lou ##rdes , France where the Virgin Mary reputed ##ly appeared to Saint Bern ##ade ##tte So ##ubi ##rous in 1858 . At the end of the main drive ( and in a direct line that connects through 3 statues and the Gold Dome ) , is a simple , modern stone statue of Mary ."
+'''
+
+text = "answer:Saint Bernadette Soubirous content:Architecturally , the school has a Catholic character . Atop the Main Building ' s gold dome is a golden statue of the Virgin Mary . Immediately in front of the Main Building and facing it , is a copper statue of Christ with arms upraised with the legend "" Venite Ad Me Omnes "" . Next to the Main Building is the Basilica of the Sacred Heart . Immediately behind the basilica is the Grotto , a Marian place of prayer and reflection . It is a replica of the grotto at Lourdes , France where the Virgin Mary reputedly appeared to Saint Bernadette Soubirous in 1858 . At the end of the main drive ( and in a direct line that connects through 3 statues and the Gold Dome ) , is a simple , modern stone statue of Mary ."
+
+raw_input_ids = tokenizer.encode(text)
+input_ids = [tokenizer.bos_token_id] + raw_input_ids + [tokenizer.eos_token_id]
+
+question_ids = model.generate(torch.tensor([input_ids]))
+
+decode = tokenizer.decode(question_ids.squeeze().tolist(), skip_special_tokens=True)
+
+decode = decode.replace(' # # ', '').replace('  ', ' ').replace(' ##', '')
+
+st.write(decode)