delete old file

question_generator.py

@@ -1,76 +0,0 @@
-import os
-
-import gdown as gdown
-import nltk
-import streamlit as st
-import torch
-from transformers import AutoTokenizer
-
-from mt5 import MT5
-
-
-# elif task == 'Question Answering':
-#
-#     # Input area
-#     inputs = st.text_area('Context:', value="A few years after the First Crusade, in 1107, the Normans under "
-#                                             "the command of Bohemond, Robert\'s son, landed in Valona and "
-#                                             "besieged Dyrrachium using the most sophisticated military "
-#                                             "equipment of the time, but to no avail. Meanwhile, they occupied "
-#                                             "Petrela, the citadel of Mili at the banks of the river Deabolis, "
-#                                             "Gllavenica (Ballsh), Kanina and Jericho. This time, "
-#                                             "the Albanians sided with the Normans, dissatisfied by the heavy "
-#                                             "taxes the Byzantines had imposed upon them. With their help, "
-#                                             "the Normans secured the Arbanon passes and opened their way to "
-#                                             "Dibra. The lack of supplies, disease and Byzantine resistance "
-#                                             "forced Bohemond to retreat from his campaign and sign a peace "
-#                                             "treaty with the Byzantines in the city of Deabolis. ", max_chars=2048,
-#                           height=250)
-#     question = st.text_input('Question:', value="What forced Bohemond to retreat from his campaign? ")
-#
-#     # Prediction
-#     with st.spinner('Please wait while the inputs are being processed...'):
-#         predictions = model.qa([{'question': question, 'context': inputs}], max_length=512)
-#         answer = {question: predictions[0]}
-#
-#     # Answer area
-#     st.write(answer)
-#
-# elif task == 'Question Generation':
-#
-#     # Input area
-#     inputs = st.text_area('Context (highlight answers with <hl> tokens): ',
-#                           value="A few years after the First Crusade, in <hl> 1107 <hl>, the <hl> Normans <hl> under "
-#                                 "the command of <hl> Bohemond <hl>, Robert\'s son, landed in Valona and "
-#                                 "besieged Dyrrachium using the most sophisticated military "
-#                                 "equipment of the time, but to no avail. Meanwhile, they occupied "
-#                                 "Petrela, <hl> the citadel of Mili <hl> at the banks of the river Deabolis, "
-#                                 "Gllavenica (Ballsh), Kanina and Jericho. This time, "
-#                                 "the Albanians sided with the Normans, dissatisfied by the heavy "
-#                                 "taxes the Byzantines had imposed upon them. With their help, "
-#                                 "the Normans secured the Arbanon passes and opened their way to "
-#                                 "Dibra. The <hl> lack of supplies, disease and Byzantine resistance <hl> "
-#                                 "forced Bohemond to retreat from his campaign and sign a peace "
-#                                 "treaty with the Byzantines in the city of Deabolis. ", max_chars=2048,
-#                           height=250)
-#
-#     # Split by highlights
-#     hl_index = [i for i in range(len(inputs)) if inputs.startswith('<hl>', i)]
-#     contexts = []
-#     answers = []
-#
-#     # Build a context for each highlight pair
-#     for i in range(0, len(hl_index), 2):
-#         contexts.append(inputs[:hl_index[i]].replace('<hl>', '') +
-#                         inputs[hl_index[i]: hl_index[i + 1] + 4] +
-#                         inputs[hl_index[i + 1] + 4:].replace('<hl>', ''))
-#         answers.append(inputs[hl_index[i]: hl_index[i + 1] + 4].replace('<hl>', '').strip())
-#
-#     # Prediction
-#     with st.spinner('Please wait while the inputs are being processed...'):
-#         predictions = model.qg(contexts, max_length=512)
-#
-#     # Answer area
-#     content = {}
-#     for pred, ans in zip(predictions, answers):
-#         content[pred] = ans
-#     st.write(content)