import gradio as gr from transformers import pipeline # Load the sentiment-analysis pipeline with a specified model classifier = pipeline('sentiment-analysis', model='distilbert-base-uncased-finetuned-sst-2-english') def sentiment_analysis(text): result = classifier(text)[0] return f"Label: {result['label']}, Score: {round(result['score'], 4)}" iface = gr.Interface( fn=sentiment_analysis, inputs=gr.Textbox(lines=2, placeholder="Enter text here..."), outputs=gr.Textbox(), title="Simple Sentiment Analysis", description="Enter a sentence and see if it's Positive or Negative!" ) iface.launch()