Create gradio_eng_to_fra.py

gradio_eng_to_fra.py

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+# install gradio, transformers and sentencepiece before using this code
+from transformers import pipeline
+import gradio as gr
+
+model_checkpoint = "rajbhirud/eng-to-fra-model"
+translator = pipeline("translation", model=model_checkpoint)
+
+def translation(text):
+    return translator(text)[0]['translation_text']
+
+# Create a Gradio interface
+iface = gr.Interface(
+    fn=translation,
+    inputs=gr.inputs.Textbox(label="Input English Text"),
+    outputs=gr.outputs.Textbox(label="Translated French Text"),
+    title="English to French Translation",
+    description="Translate English text to French using a fine-tuned model.",
+)
+
+# Launch the interface
+iface.launch()