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from transformers import pipeline | |
classifier = pipeline("zero-shot-classification", | |
model="facebook/bart-large-mnli") | |
import gradio as gr | |
def classifier(sequence): | |
candidate_labels = ['travel', 'cooking', 'dancing'] | |
results = classifier(sequence, candidate_labels) | |
return {label: score for label, score in zip(results['labels'], results['scores'])} | |
demo_classifier = gr.Interface(fn = classifier, title="Text_classifier", inputs= gr.Textbox(), outputs=gr.Label(num_top_classes=3)) | |
demo_classifier.launch() |