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from fastai.text.all import * | |
import gradio as gr | |
from fastai import * | |
from datasets import load_dataset | |
import pandas as pd | |
# Cargamos el learner | |
learn = load_learner('export.pkl') | |
# Definimos las etiquetas de nuestro modelo | |
labels = [0,1] | |
# Definimos una función que se encarga de llevar a cabo las predicciones | |
def predict(res:str): | |
pred,pred_idx,probs = learn.predict(res) | |
return {labels[i]: float(probs[i]) for i in range(len(labels))} | |
# Creamos la interfaz y la lanzamos. | |
gr.Interface(fn=predict, inputs=gr.inputs.Textbox(), outputs=gr.outputs.Label(num_top_classes=2)).launch(share=False) |