GitLab

This reverts commit 5fe7e2c0, reversing
changes made to 14b8ec7e.

- saves the doc idx by order in dataset
- saves the full ctx. we can turn this off it is too much memory
- saves the idx of the fewshot examples
- saves the source (test/val) of the fewshot examples
- TODO: We now need to return the pred/target from process_results
- TODO: Make it so override-ed process-resutls don't have to re-impl
this.

Updated doc: If the answer choices is empty, then it is generation; else ranked choice. This will be the canonical approach when using PS.

Turned off generation tasks for now. Changed process to look at the metrics. Only accuracy implemented.

bits_per_byte was calculated as average per-byte loglikelihood, which would work if loglikelihood was base-2 log,
but it is natural log. To correct for that, bits_per_byte should be divided by math.log(2).

Also, it should be true that 2^bits_per_byte == byte_perplexity, which is true after the fix.