This works for me
from sentence_transformers import SentenceTransformer
# download pretrained
model = SentenceTransformer(‘bert-base-nli-mean-tokens’)
# save to local directory
model.save(“./model/”)
model = None
# load from local file
model = SentenceTransformer(“./model/”)