Re:Apple bans ChatGPT use by employees, report says
by Turing_Machine on Friday May 19, 2023 @09:39PM
(#36008647)
> If they are ingesting peoples data to train their model, at what point are they checkpointing?
Multiple times per day if they're not incompetent. And I don't think they're incompetent.
Re:Apple bans ChatGPT use by employees, report says
by supermatt on Saturday May 20, 2023 @12:43AM
(#36009435)
Are you implying that removing the diff between checkpoints achieves the same effect? Ive never heard of this, but I suppose it may be possible.
I suppose the "ghost" of the removed weights would also have shaped subsequent training though...
Interesting idea...
Checkpointing may help, sure, but it isnt going to allow you to remove a single piece of training data without headache, and potential substantial retraining.
If that 3% from the GPs comment comment is uniformly distributed throughout the training history, the only way it can be reliably removed is to retrain from scratch.