icd10 / app.py
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Update app.py
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import streamlit as st
from transformers import AutoTokenizer, BertForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("AkshatSurolia/ICD-10-Code-Prediction")
model = BertForSequenceClassification.from_pretrained("AkshatSurolia/ICD-10-Code-Prediction")
config = model.config
text = st.text_input("diagnóstico", "Diabetes mellitus")
encoded_input = tokenizer(text, return_tensors='pt')
output = model(**encoded_input)
st.write(output)