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"only" and "repeating" aren't accurate here. There's a lot of steps between the pretraining tokens and the LLM. I mean, you can pretty much do whatever you want
by astrange 1y ago
"only" and "repeating" aren't accurate here. There's a lot of steps between the pretraining tokens and the LLM. I mean, you can pretty much do whatever you want in the process of making one or running it.
For instance you could use pretraining/SFT to steer something away from a document instead of towards it and that wouldn't be "only repeating" it. Though I don't know if that's actually possible, and afaik it is true RL reweights existing data instead of learning new things.