Create app.py

app.py

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+from transformers import MBartForConditionalGeneration, MBart50Tokenizer
+import gradio as gr
+
+# Load mBART model and tokenizer for multilingual translation
+model_name = 'facebook/mbart-large-50-many-to-one-mmt'  # mBART 50 for many-to-one translation (many languages to English)
+tokenizer = MBart50Tokenizer.from_pretrained(model_name)
+model = MBartForConditionalGeneration.from_pretrained(model_name)
+
+# Set the source language code (Tamil)
+tokenizer.src_lang = "ta_IN"  # Tamil language code
+…interface.launch()
+