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The model's weights are fixed. Most clients let you specify the "temperature", which influences how the predictive output will navigate that possibility space.
by zeta0134 1y ago
The model's weights are fixed. Most clients let you specify the "temperature", which influences how the predictive output will navigate that possibility space. There's a surprising amount of accumulated entropy in the context window, but yes, I think eventually it runs out of knowledge that it hasn't yet used to form some response.
I think the model being fixed is a fascinating limitation. What research is being done that could allow a model to train itself continually? That seems like it could allow a model to update itself with new knowledge over time, but I'm not sure how you'd do it efficiently