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import streamlit as st
from transformers import pipeline, AutoModelForSequenceClassification, AutoTokenizer
# Load your model and tokenizer from Hugging Face
model_name = "orYx-models/finetuned-tiny-llama-medical-papers"
token = "Tinyllama_secret" # Replace <your_token> with your actual Hugging Face API token
model = AutoModelForSequenceClassification.from_pretrained(model_name, token=token)
tokenizer = AutoTokenizer.from_pretrained(model_name, token=token)
# Define the pipeline with your model
pipe = pipeline("sentiment-analysis", model=model, tokenizer=tokenizer)
text = st.text_area("Enter some text:")
if text:
out = pipe(text)
st.json(out) |