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Runtime error
Runtime error
adding translation task
Browse files- app.py +2 -1
- pages/fill_mask.py +1 -1
- pages/translation.py +52 -0
- requirements.txt +1 -0
app.py
CHANGED
@@ -1,7 +1,7 @@
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import streamlit as st
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# Custom imports
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from multipage import MultiPage
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from pages import text_gen, fill_mask, home_page # import your pages here
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# Create an instance of the app
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app = MultiPage()
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@@ -11,6 +11,7 @@ app = MultiPage()
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app.add_page("Home Page", home_page.app)
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app.add_page("Mask Fill", fill_mask.app)
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app.add_page("Text Generation", text_gen.app)
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# app.add_page("Machine Learning", machine_learning.app)
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# app.add_page("Data Analysis",data_visualize.app)
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import streamlit as st
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# Custom imports
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from multipage import MultiPage
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from pages import text_gen, fill_mask, home_page, translation # import your pages here
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# Create an instance of the app
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app = MultiPage()
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app.add_page("Home Page", home_page.app)
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app.add_page("Mask Fill", fill_mask.app)
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app.add_page("Text Generation", text_gen.app)
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app.add_page("Translation", translation.app)
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# app.add_page("Machine Learning", machine_learning.app)
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# app.add_page("Data Analysis",data_visualize.app)
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pages/fill_mask.py
CHANGED
@@ -53,7 +53,7 @@ def app():
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unmasker = get_model(model)
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st.success('Model loaded correctly!')
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gen = st.info('Generating
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answer = unmasker(prompt)
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gen.empty()
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unmasker = get_model(model)
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st.success('Model loaded correctly!')
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gen = st.info('Generating Mask...')
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answer = unmasker(prompt)
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gen.empty()
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pages/translation.py
ADDED
@@ -0,0 +1,52 @@
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import streamlit as st
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import time
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from multipage import MultiPage
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from transformers import pipeline
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import torch
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def app():
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st.markdown('## Translation task')
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st.write('Write something in English and AI will translate')
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st.markdown('## ')
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@st.cache(allow_output_mutation=True, suppress_st_warning =True, show_spinner=False)
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def get_model(model):
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return pipeline(task = 'translation', model = model)
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col1, col2 = st.columns([2,1])
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with col1:
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prompt= st.text_area('Your prompt here',
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'''What is the translation of this sentence?''')
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with col2:
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select_model = st.radio(
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"Translate from English to:",
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('France', 'German', 'Cinese'), index = 0)
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if select_model == 'France':
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model = 'Helsinki-NLP/opus-mt-en-fr'
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elif select_model == 'German':
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model = 'Helsinki-NLP/opus-mt-en-de'
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elif select_model == 'Spanish':
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model = 'Helsinki-NLP/opus-mt-en-es'
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with st.spinner('Loading Model... (This may take a while)'):
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generator = get_model(model)
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st.success('Model loaded correctly!')
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with col1:
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gen = st.info('Generating text...')
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answer = generator(prompt)
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gen.empty()
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lst = answer[0]['generated_text']
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t = st.empty()
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for i in range(len(lst)):
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t.markdown("#### %s..." % lst[0:i])
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time.sleep(0.04)
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requirements.txt
CHANGED
@@ -2,4 +2,5 @@ streamlit
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transformers
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altair
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pandas
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torch
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transformers
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altair
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pandas
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sacremoses
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torch
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