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# Import necessary libraries
import gradio as gr
import torch
import json
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
from model import TranslationModel
# Load pre-trained model and tokenizer
model = AutoModelForSeq2SeqLM.from_pretrained("t5-small")
tokenizer = AutoTokenizer.from_pretrained("t5-small")
# Load custom model
custom_model = TranslationModel()
# Define Gradio app
app = gr.Interface(
fn=custom_model.translate,
inputs=["text", "text"],
outputs="text",
title="Translation App",
description="A Gradio app for translation"
)
# Launch Gradio app
app.launch()
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