from transformers import AutoModel, AutoConfig
from datetime import timedelta, datetime

model = AutoModel.from_pretrained('njeffrie/Gluformer-tiny', trust_remote_code=True)
config = AutoConfig.from_pretrained('njeffrie/Gluformer-tiny', trust_remote_code=True)

# Dummy input and timestamp values.
input_glucose = [100.0 for _ in range(config.len_seq)]
timestamps = [datetime(2025, 7, 25, 0, 0) + timedelta(minutes=5 * i) for i in range(len(input_glucose))]
subject_id = 0

pred, log_var = model(subject_id, timestamps, input_glucose)