Initial commit.

.gitignore

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+.idea

app.py

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+import gradio
+import gradio as gr
+
+from transformers import pipeline
+
+classifier = pipeline("zero-shot-classification", model="MoritzLaurer/deberta-v3-large-zeroshot-v1")
+
+
+def classify(review, candidate_labels=('positive', 'neutral', 'negative')):
+    labels = classifier(review, candidate_labels)
+    return gradio.Label(label='Classification', value=(dict(zip(labels['labels'], labels['scores']))))
+
+
+app = gr.Interface(fn=classify, inputs=['text'], outputs=['label'], allow_flagging="never")
+app.launch()