3min chapter

The Gradient: Perspectives on AI cover image

Sara Hooker: Cohere For AI, the Hardware Lottery, and DL Tradeoffs

The Gradient: Perspectives on AI

CHAPTER

Is There a Trait Off Between Sparsity and Performance?

How we've measured trade off has really been in terms of a top level performance ic, an metric of some kind. And so when we measure trade offs ot compression, we should also take into account these other other objectives. What i will say is that it's not that this is always a loss. Some of my recent work with colleagues has shown that if you take into account desperate erorate or worse class error, you can actually design objectives which improve oval performance.

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