There is an open PR in ArviZ to compute loo/waic using Dask (so it will work for arrays that don’t fit into memory): start working on dask compatible loo by OriolAbril · Pull Request #2205 · arviz-devs/arviz · GitHub if anyone can test it it would be great (also mentioned in the discussion along with potential workarounds but still needs testing!)