Edit ‘the_seventy_maxims_of_maximally_effective_machine_learning_engineers’
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@@ -43,7 +43,7 @@ Based on [[https://schlockmercenary.fandom.com/wiki/The_Seventy_Maxims_of_Maxima
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*. “Do you have a checkpoint?” means “I can’t fix this training run.”
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*. “They’ll never expect this activation function” means “I want to try something non-differentiable.”
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*. If it’s a hack and it works, it’s still a hack and you’re lucky.
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*. If it can parallelize inference, it can double as a space heater.
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*. If it will run inference, it will double as a space heater.
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*. The size of the grant is inversely proportional to the reproducibility of the results.
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*. Don’t try to save money by undersampling.
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*. Don’t expect the data to cooperate in the creation of your dream benchmark.
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