app.py

from transformers import pipeline
import gradio as gr
model_checkpoint = "RogerB/x-marian-finetuned-multidataset-kin-to-en"
fine_tuned_model = pipeline("translation", model=model_checkpoint)
def translate_transformers(from_text):
    results = fine_tuned_model(from_text)
    return results[0]['translation_text']
interface = gr.Interface(fn=translate_transformers,
                         inputs=gr.Textbox(placeholder='Kinyarwanda Text to translate'),
                        outputs='text',title="Kinyarwanda to English Translation")
interface.launch(debug=True)