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We showed this in our original scaling law paper: https://arxiv.org/pdf/1712.00409.pdf https://arxiv.org/pdf/1712.00409.pdf The slope of the power law is dete
by gdiamos 3y ago
We showed this in our original scaling law paper:
https://arxiv.org/pdf/1712.00409.pdf https://arxiv.org/pdf/1712.00409.pdf
The slope of the power law is determined by the problem and dataset. Compute, parameter count, and data move you along the curve. Change in architecture/bias is a constant offset.
So architecture can give an advantage, but that advantage can be overcome by scale.