) measured in FLOPs (Floating Point Operations) required to train a model can be approximated by: C≈6NDcap C is approximately equal to 6 cap N cap D
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The model is only as good as the data. You need a large, diverse dataset. ) measured in FLOPs (Floating Point Operations) required
Before writing a single line of training code, you must calculate your compute budget using scaling laws established by Kaplan et al. and refined by Chinchilla (Hoffmann et al.). build large language model from scratch pdf