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Tade0today at 4:06 PM4 repliesview on HN

Only way to have hardware reach this sort of efficiency is to embed the model in hardware.

This exists[0], but the chip in question is physically large and won't fit on a phone.

[0] https://www.anuragk.com/blog/posts/Taalas.html


Replies

tclancytoday at 4:35 PM

I think you're ignoring the inevitable march of progress. Phones will get big enough to hold it soon.

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intrasighttoday at 4:26 PM

I think for many reasons this will become the dominant paradigm for end user devices.

Moore's law will shrink it to 8mm soon. I think it'll be like a microSD card you plug in.

Or we develop a new silicon process that can mimic synaptic weights in biology. Synapses have plasticity.

show 1 reply
ottahtoday at 4:38 PM

That's actually pretty cool, but I'd hate to freeze a models weights into silicon without having an incredibly specific and broad usecase.

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ankaztoday at 7:07 PM

[dead]