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Yeah if layers() is a shortcut for layer4(layer3(layer2(layer1(input)))). But sometimes it’s only output = layers(input) Or output = layers(layers(input)) D
by oofbey 9mo ago
Yeah if layers() is a shortcut for layer4(layer3(layer2(layer1(input)))). But sometimes it’s only
output = layers(input)
Or
output = layers(layers(input))
Depends on how difficult the token is.
- remexre 9mo agoOr more like, x = tokenize(input) i = 0 do { finish, x = layers(x) } while(!finish && i++ < t_max); output = lm_head(x)
- oofbey 9mo agoThat’s closer still. But even closer would be: x = tokenize(input) i = 0 finish = 0 do { p, x = layers(x) finish += p } while(finish < 0.95 && i++ < t_max); output = lm_head(x) Except the accumulation of the stop probabilities isn’t linear like that - it’s more like a weighted coin model.