File size: 643 Bytes
550b682 2a9a78c 550b682 6268d87 550b682 6268d87 550b682 2b05b7d 550b682 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 | from huggingface_hub import from_pretrained_fastai
import gradio as gr
from fastai.text.all import *
# repo_id = "YOUR_USERNAME/YOUR_LEARNER_NAME"
repo_id = "inigo99/rotten_tomatoes-classification"
learner = from_pretrained_fastai(repo_id)
labels = learner.dls.vocab
# Definimos una función que se encarga de llevar a cabo las predicciones
def predict(text):
pred, pred_idx,probs = learner.predict(text)
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)
|