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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() |