Create app.py

app.py

@@ -0,0 +1,15 @@
+import gradio as gr
+import transformers
+from transformers import AutoTokenizer, AutoModel, pipeline, T5ForConditionalGeneration
+
+model_name = "versae/modernisa-pre"
+tokenizer = AutoTokenizer.from_pretrained(model_name)
+model = T5ForConditionalGeneration.from_pretrained(model_name)
+
+def modernisa(inputs):
+    lines = inputs.split('\n')
+    text2text_generator = pipeline("text2text-generation", model=model, tokenizer=tokenizer)
+    outputs = text2text_generator(lines, max_length=150)
+    return "\n".join(output["generated_text"] for output in outputs)
+
+gr.Interface(fn=modernisa, inputs=gr.inputs.Textbox(lines=12, label="Enter Old Spanish"), outputs="text").launch(inline=False)