madanagrawal commited on
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1bb6412
1 Parent(s): 79d68e2

Create app.py

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  1. app.py +15 -0
app.py ADDED
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+ import streamlit as st
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+ from transformers import AutoTokenizer
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+
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+ st.title('Text Summarization')
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+ text = st.text_input
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+
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+ tokenizer = AutoTokenizer.from_pretrained("madanagrawal/summarization_model")
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+ inputs = tokenizer(text, return_tensors="pt").input_ids
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+
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+ from transformers import AutoModelForSeq2SeqLM
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+
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+ model = AutoModelForSeq2SeqLM.from_pretrained("madanagrawal/summarizsation_model")
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+ outputs = model.generate(inputs, max_new_tokens=100, do_sample=False)
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+
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+ tokenizer.decode(outputs[0], skip_special_tokens=True)