app.py

from huggingface_hub import hf_hub_download

from fastai.learner import load_learner

# Function to load model
def load_model(model_path):
    learn = load_learner(model_path)
    return learn
    
# Download the model file
model_file = hf_hub_download(
    repo_id="MichaelKonu/MoneyMike", 
    filename="model.pkl"
)

# Now you can load the model from the downloaded file
learn = load_model(model_file)