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right now, we save the full eval results (convert all states to eval results + metadata and write and overwrite file) at each saving step which makes this unnecessary wasteful (for large evals, i have seen ridicilous hf cache sizes as well)
i think we should rather append the newly finished results to the eval results, it wouuld feel natural to make this part of the new on_progress hook