import pickle
with open('filename','w') as f:
    pickle.dump(model, f)

'utf-8' codec can't decode byte 0x86 in position 4: invalid start byte

import pickle
with open('filename','rb') as f:
    model = pickle.load(f, encoding='UTF-8')