But thinking about 'distillation' only for the strict case of having access to logits is very old-school, a problem from the time when OpenAI cut off access to logits from the API. I am not up to date on what techniques exist and their effectiveness, but generate synthetic data,
Distillation with logits: obsolete technique, generate synthetic data
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