translation / app.py
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import gradio as gr
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained("jjuarez/translation_model")
model = AutoModelForSeq2SeqLM.from_pretrained("jjuarez/translation_model")
# Define the translation function
def translate(text):
input_ids = tokenizer.encode(text, return_tensors="pt")
outputs = model.generate(input_ids)
decoded_output = tokenizer.decode(outputs[0], skip_special_tokens=True)
return decoded_output
# Build the interface
translator = gr.Interface(fn=translate, inputs="text", outputs="text", title="Translation App", description="Translate your text!")
translator.launch()