Spaces:
Runtime error
Runtime error
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) | |