There’s a few things here that make it hard to help - what version of julia are you using? Is the high memory usage you’re seeing from just the julia process, or overall utilization? How much of this is actually in use vs. just reserved memory (check RSS memory utilization)?
Ideally, could you provide a small reproducible example that we could run on our machines?