this post was submitted on 01 Jun 2024
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105
1-bit LLMs Could Solve AI’s Energy Demands (spectrum.ieee.org)
submitted 5 months ago by [email protected] to c/[email protected]
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[–] [email protected] 2 points 5 months ago

There is some research being done with fine tuning 1-bit quants, and they seem pretty responsive to it. Of course you'll never get a full generalist model out of it, but there's some hope for tiny specialized models that can run on CPU for a fraction of the energy bill.

The big models are great marketing because their verbal output is believable, but they're grossly overkill for most tasks.