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Update app.py
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app.py
CHANGED
@@ -3,20 +3,45 @@ import time
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from transformers import pipeline
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import torch
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st.markdown('##
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answer = generator(prompt, max_length=60, no_repeat_ngram_size=2, early_stopping=True, num_beams=5)
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lst = answer[0]['generated_text']
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from transformers import pipeline
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import torch
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st.markdown('## Text-generation OPT from Meta ')
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@st.cache(allow_output_mutation=True)
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def get_model():
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return pipeline('text-generation', model=model)
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col1, col2 = st.beta_columns([2,1])
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with col2:
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select_model = st.radio(
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"Select the model to use:",
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('OPT-125m', 'OPT-350m', 'OPT-1.3b'))
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if select_model == 'OPT-1.3b':
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model = 'facebook/opt-1.3b'
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elif select_model == 'OPT-350m':
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model = 'facebook/opt-350m'
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elif select_model == 'OPT-125m':
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model = 'facebook/opt-125m'
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if select_model:
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with st.spinner('Loading Model... (This may take a while)'):
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generator = get_model()
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#time.sleep(2)
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st.success('Model loaded correctly!')
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with col1:
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prompt= st.text_area('Your prompt here',
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'''AI will help humanity?''')
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# answer = ['ciao come stai stutto bene']
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# lst = ''.join(answer)
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answer = generator(prompt, max_length=60, no_repeat_ngram_size=2, early_stopping=True, num_beams=5)
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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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