Edit ‘the_seventy_maxims_of_maximally_effective_machine_learning_engineers’

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2025-10-03 11:07:46 +00:00
committed by wikimind
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@@ -21,7 +21,7 @@ Based on [[https://schlockmercenary.fandom.com/wiki/The_Seventy_Maxims_of_Maxima
*. The field advances when you turn competitors into collaborators, but thats not the same as your h-index advancing. *. The field advances when you turn competitors into collaborators, but thats not the same as your h-index advancing.
*. If youre not willing to prune your own layers, youre not willing to deploy. *. If youre not willing to prune your own layers, youre not willing to deploy.
*. Give a model a labeled dataset, and it trains for a day. Take its labels away and call it “self-supervised” and itll generate new ones for you to validate tomorrow. *. Give a model a labeled dataset, and it trains for a day. Take its labels away and call it “self-supervised” and itll generate new ones for you to validate tomorrow.
*. If youre manually labeling data, somebodys done something wrong. *. If youre manually labeling data, somebodys done something wrong. Conversely, if you're not manually reading data, something's going to go wrong.
*. Memory-bound and compute-bound should be easier to tell apart. *. Memory-bound and compute-bound should be easier to tell apart.
*. Any sufficiently advanced algorithm is indistinguishable from a matrix multiplication. *. Any sufficiently advanced algorithm is indistinguishable from a matrix multiplication.
*. If your kernel obeys the hardware manufacturer's documentation, you didn't do enough optimization. *. If your kernel obeys the hardware manufacturer's documentation, you didn't do enough optimization.