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SleekEagle
1035 days ago
Fantastic article - I would love to see an analysis comparing larger quantized models to smaller unquantized models. e.g. is a 14b quantized model better than a 7b unquantized model?
1 comments
lhl
1035 days ago
Basically, the most aggressive quants for a larger sized model is always better than the unquantized model of a smaller model:
https://github.com/ggerganov/llama.cpp/pull/1684
Tim Dettmers did a bunch of research on this last year as well:
https://arxiv.org/abs/2212.09720
link
Tim Dettmers did a bunch of research on this last year as well: https://arxiv.org/abs/2212.09720