CeciGonSer commited on
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Create app.py

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  1. app.py +24 -0
app.py ADDED
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+ import gradio as gr
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+ from transformers import AutoModelForSeq2SeqLM, AutoTokenizer
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+ import torch
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+
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+ # Cargar el modelo
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+ model_name = "CeciGonSer/translation_espa_pure_biblia_bart-large-cnn" # Reemplaza esto por tu modelo en Hugging Face
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+ model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
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+ tokenizer = AutoTokenizer.from_pretrained(model_name)
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+
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+ def translate(text):
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+ inputs = tokenizer(text, return_tensors="pt", padding=True)
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+ with torch.no_grad():
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+ translated = model.generate(**inputs)
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+ translation = tokenizer.decode(translated[0], skip_special_tokens=True)
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+ return translation
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+
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+ # Interfaz Gradio
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+ interface = gr.Interface(
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+ fn=translate,
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+ inputs=gr.Textbox(label="Introduce texto en purépecha"),
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+ outputs=gr.Textbox(label="Traducción al español")
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+ )
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+
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+ interface.launch()