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This may be a flawed approach, but an interesting idea would be to use the current models as a preprocessor to generate a huge "labelled" dataset of inputs and
by moffkalast 4y ago
This may be a flawed approach, but an interesting idea would be to use the current models as a preprocessor to generate a huge "labelled" dataset of inputs and outputs, and then using that more accurate and specific data to train a smaller one that would fit.
It likely wouldn't have nearly as much general knowledge since the data just wouldn't be there but the behaviour could be similar?
- zeknife 4y agoLook up knowledge distillation
- moffkalast 4y agoAh TIL, so it's actually a thing and with some cleverer approaches too. Then we do have something to look forward to :D