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Re:Handbook.md shows that long policy documents do not relia... by antonvs on Wednesday July 29, 2026 @07:19PM (#49104344)
At that rate, it would take me a mere 15 days to generate the number of tokens I typically use in a day.

"Yes, I'm using AI to speed up development. I'll submit that PR in two weeks time!"

Re:Handbook.md shows that long policy documents do not relia... by adrian_b on Thursday July 30, 2026 @04:07AM (#49107224)
That speed is significantly lower that what can be attained with streaming from SSDs.

Not only in big desktops, but even in most recent mini-PCs, it is possible to read concurrently from one PCIe 5.0 SSDs and one PCIe 4.0 SSD, at a total sustained reading throughput of around 20 GB/s.

With an optimized inference implementation, it should be possible to overlap completely the computations with streaming weights from SSDs.

This should improve the inference speed to around at least 1 token per second, on a cheap computer, under $2000 even at the current super-inflated prices.

There are enough tasks where this would be useful. Obviously one should use for most tasks a fast small LLM and use the big one only when this actually saves time.