Add experiments, part 2 #197
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mivanit
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Oct 4, 2023
unfortunately I have to merge this branch and put out a new version, because the dict shapes functions and better errors are required for understanding-search/maze-transformer#197 (too lazy to make a new branch for that feature)
going to be useful for plot_logits
latest versions of some were in experiments repo
batching was not working at all, had to add a hack to recursively call .generate() on RandomBaseline return type was list[str] instead of tensor or list[list[str]] so had to fix that as well
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mega-PR, adding a bunch of experiment notebooks and the required code for them.
broad overview:
examples/eval_tasks_table.ipynb: evaluate on a bunch of single token tasks. should be merged with other evals notebookappendix_figures.ipynb: junk and duplicates of code in other notebooks :/generate_rollouts.ipynb: what the name says, simple notebooks