import gradio as gr
from transformers import AutoModelForSeq2SeqLM, AutoTokenizer

def translate(text):
  model_name = 'hackathon-pln-es/t5-small-finetuned-spanish-to-quechua'
  model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
  tokenizer = AutoTokenizer.from_pretrained(model_name)
  
  input = tokenizer(text, return_tensors="pt")
  output = model.generate(input["input_ids"], max_length=40, num_beams=4, early_stopping=True)
  
  return tokenizer.decode(output[0])

iface = gr.Interface(fn=translate, inputs="text", outputs="text")
iface.launch()