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Well, it's sure speculation on my part what the root cause is, but i think OpenAI is already trying to ensure the network generalises. It's just common behaviou
by LeanderK 5y ago
Well, it's sure speculation on my part what the root cause is, but i think OpenAI is already trying to ensure the network generalises. It's just common behaviour for neural network to memorise frequent samples, so I think my guess is quite realistic. I don't think OpenAI would not notice large-scale memorisation in their model. But as long as they don't publish more details it's just guesswork.
Just keep in mind that it's a statistical tool. You can't really formally prove that it won't memorise, but I think with enough work you can get it unlikely enough that it won't matter. It's their first iteration.
- visarga 5y agoHash 10-grams and make a bloom filter. It will not generate more than 10 GPLed tokens from a source.