File size: 994 Bytes
856163b b50a428 734af12 b50a428 734af12 b50a428 734af12 856163b b50a428 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 | import gradio as gr
from transformers import GPT2LMHeadModel, GPT2Tokenizer
MODEL_NAME = "datificate/gpt2-small-spanish"
tokenizer = GPT2Tokenizer.from_pretrained(MODEL_NAME)
model = GPT2LMHeadModel.from_pretrained(MODEL_NAME)
def responder(prompt):
try:
inputs = tokenizer.encode(prompt, return_tensors="pt")
outputs = model.generate(
inputs,
max_new_tokens=50, # Limita tokens generados para evitar errores
do_sample=True,
temperature=0.7,
top_p=0.9,
num_return_sequences=1
)
respuesta = tokenizer.decode(outputs[0], skip_special_tokens=True)
return respuesta
except Exception as e:
return f"Error al generar la respuesta: {e}"
iface = gr.Interface(
fn=responder,
inputs="text",
outputs="text",
title="🤖 Bot GPT-2 Pequeño en Español",
description="Bot de texto usando un modelo GPT-2 pequeño entrenado en español."
)
iface.launch() |