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No, I mean we just don't know what's going on in the circuits of the model at any substantial level. We set their architecture (hyperparameters), we pump them f
by Philpax 29d ago
No, I mean we just don't know what's going on in the circuits of the model at any substantial level. We set their architecture (hyperparameters), we pump them full of data (pretraining), and we shape how they behave through examples (SFT) and reward (RL), but we can't say with any certainty what the resulting model does internally.
You can scroll through https://transformer-circuits.pub/ https://transformer-circuits.pub/ to see the ~extent of our current understanding.
- mikmoila 29d agoYes "at any substancial level" . But still, its all about deterministic processes and still it obeys the law that the same input gives the same output. Or do you mean that the fluctuations like computing environment might ruin the determinism?
- johnsmith1840 29d ago100% not deterministic at the scale they run.