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import gradio as gr
from transformers import pipeline
model_name = "ieuniversity/flirty_classifier"
classifier = pipeline("text-classification", model=model_name)
def classify_text(text):
output = classifier(text)
label = output[0]["label"]
score = output[0]["score"]
return f"Label: {label}, Score: {score:.2f}"
gr.Interface(fn=classify_text,
inputs="text",
outputs="text",
title="Flirty Classifier",
description="Enter some text and get a prediction for whether it's flirty or not.").launch() |