Upload gradio.py

gradio.py

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+# Before running this program, install gradio and transformers
+
+from transformers import pipeline
+import gradio as gr
+
+model = "Aansh123/test_trainer"
+classifier = pipeline("Classification", model = model)
+
+def classification(sentence):
+  return classifier(sentence)[0]['text-classification']
+
+iface = gr.Interface(
+    fn = classification,
+    inputs = gr.inputs.Textbox(label="Input your Review"),
+    outputs = gr.outputs.Textbox(label="Rating"),
+    title = "Review Rating",
+    description = "Sentiment Analysis of Review and provision of final Ratings using a fine-tuned model."
+)
+
+iface.launch()