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import gradio as gr
from transformers import AutoTokenizer, AutoModelForSeq2SeqLM, pipeline
# Loading translation model
translation_tokenizer = AutoTokenizer.from_pretrained("ieuniversity/sciencebrief_translation")
translation_model = AutoModelForSeq2SeqLM.from_pretrained("ieuniversity/sciencebrief_translation")
translator = pipeline("translation_en_to_fr", tokenizer=translation_tokenizer, model=translation_model)
def translate(text):
return translator(text)[0]['translation_text']
iface_translate = gr.Interface(
fn=translate,
inputs=gr.inputs.Textbox(lines=10, label="Input Text"),
outputs=gr.outputs.Textbox(label="Translation"),
title="ScienceBrief Translation",
description="Translate your text into French using the ScienceBrief translation model.",
theme="compact"
)
iface_translate.launch()
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