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jordigonzm
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•
33a1100
1
Parent(s):
75c2a7c
Create app.py
Browse files
app.py
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import gradio as gr
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from transformers import pipeline
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# Cargar el modelo
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model_name = "google/gemma-2-27b-it"
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generator = pipeline("text-generation", model=model_name, device=0 if torch.cuda.is_available() else -1)
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# Función para procesar la entrada y generar la respuesta
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def generate_response(text):
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output = generator(text, max_length=512, num_return_sequences=1)
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response = {
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"choices": [
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{
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"text": output[0]['generated_text'],
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"index": 0,
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"logprobs": None,
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"finish_reason": "stop"
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}
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],
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"id": "req-12345", # Reemplazar con un ID único
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"model": model_name,
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"created": int(time.time())
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}
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return response
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# Interfaz Gradio
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iface = gr.Interface(
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fn=generate_response,
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inputs="text",
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outputs="json",
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title="API compatible con OpenAI",
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description="Introduce texto para obtener una respuesta del modelo Gemma."
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)
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# Ejecutar la interfaz
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iface.launch()
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