Create app.py

app.py

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+import gradio as gr
+
+description = "Gradio demo for Roberta, A Robustly Optimized BERT Pretraining Approach. To use it, simply add your text, or click one of the examples to load them. Read more at the links below."
+article = "<p style='text-align: center'><a href='https://arxiv.org/abs/1907.11692'>RoBERTa: A Robustly Optimized BERT Pretraining Approach</a> | <a href='https://github.com/pytorch/fairseq/'>Github Repo</a></p>"
+
+
+
+gr.Interface.load("huggingface/roberta-base", inputs=gr.inputs.Textbox(lines=5), description=description, article=article, analytics_enabled=False, examples=[
+  ["Life is like a box of <mask>"],
+  ["The capital of France is <mask>"]
+]).launch()