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import streamlit as st
from transformers import pipeline, AutoModelForSequenceClassification, AutoTokenizer
# Load your model and tokenizer from Hugging Face
model_name = "Vineedhar/Medical_papers_inference_TinyLLama"
model = AutoModelForSequenceClassification.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)
# Define the pipeline with your model
pipe = pipeline("Chatbot", model=model, tokenizer=tokenizer)
text = st.text_area("Enter some text:")
if text:
out = pipe(text)
st.json(out) |