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c22 | 4 days ago

> If you train a model that f(x) = 5 and f(x+1) = 6, the number 7 doesn't have to exist in the training data for the model to give you a correct answer for f(x+2)

This is an interesting claim to me. Are there any models that exist that have been trained with a (single digit) number omitted from the training data?

If such a model does exist, how does it represent the answer? (What symbol does it use for the '7'?)

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wavemode|4 days ago

When I say "model" here I'm referring to any statistical model (in this example, probably linear regression). Not specifically large language models / neural networks.

c22|4 days ago

Gotcha, I don't think I know enough about it. What constitutes training data for a for a (non neural network) statistical model? Is this something I could play around with myself with pen and paper?