Kawrakow c5bf589367 Q5_0_R4 (#121) ...

* Adding q5_0_r4

We get PP-512(LLaMA-3.1-8B) = 256.7 t/s on a Ryzen-7950X.
We even get TG-128 improvement to 11.7 t/s from 11.1 t/s.

* q5_0_r4: NEON

We get PP-512(LLaMA-3.1-8B) = 99.6 t/s on M2-Max,
up from 71.0 t/s for Q5_0. The difference to mainline llama.cpp
is no longer funny: they get 26.5 t/s for Q5_0.

For TG, we are nor able to fully saturate memory bandwidth
and arrive at 22.1 t/s @ 8 threads. Mainline llama.cpp gets
20.6 t/s for Q5_0.

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Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>

2024-12-03 12:59:22 +01:00

..

llama.h

Q5_0_R4 (#121)

2024-12-03 12:59:22 +01:00