test.py

from fastai.text.all import load_learner
import pathlib

temp = pathlib.PosixPath
pathlib.PosixPath = pathlib.WindowsPath

model_path = "models/LikeItOrNot-base-v1.pkl"
learner = load_learner(model_path)
text = "I love this movie!"
prediction = learner.predict(text)
if str(prediction[0]) == "1":
    print("negative")
elif str(prediction[0]) == "2":
    print("positive")
else:
    print("dunno")

print("------")
print(prediction[0])
print(type(prediction[0]))
print("------")
print(prediction)