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This might interest you: https://transformer-circuits.pub/2023/monosemantic-features https://transformer-circuits.pub/2023/monosemantic-features An embedding i
by DougBTX 3y ago
This might interest you: https://transformer-circuits.pub/2023/monosemantic-features https://transformer-circuits.pub/2023/monosemantic-features
An embedding is essentially a set of neuron activations, the number of combinations of activations is much bigger than the number of neurons themselves. An embedding could store "A+B" as well as being able to store "A" and "B", but it is a little complex to understand what particular activations mean.