There’s no such thing as a read/write head in transformers. You can use it as a metaphor but that’s a leaky metaphor, hence all these misunderstandings.
> In fact it has N read / write heads equal to the size of the context
And what is the asymptotic notation when computation scales linearly with the size of context?
> Either way, the simple truth is that you can train a transformer system
Which still doesn’t mean they have a read/write head or have O(1) complexity for token computation with “infinite context”.
> In fact it has N read / write heads equal to the size of the context
And what is the asymptotic notation when computation scales linearly with the size of context?
> Either way, the simple truth is that you can train a transformer system
Which still doesn’t mean they have a read/write head or have O(1) complexity for token computation with “infinite context”.