Bonsai 2 27B
on NVIDIA RTX 5060 Laptop 8GB · llama.cpp
Oct 3, 2026
Use cases
math
Summary
User reports Ternary Bonsai 2 27B at 29.27 t/s on an RTX 5060 Laptop 8 GB under Windows, using a Prism llama.cpp build.
Setup is llama.cpp with PTQ1_0 (5.53 GiB), temp 0, seed 42, a 2048 reasoning budget and a 3072 token cap on 50 MATH-500 questions.
A −2 logit bias on "wait", "maybe" and "perhaps" (nine token ids) dropped accuracy from 44/50 to 43/50 and raised average tokens from 845.2 to 872.3; the biased run measured 29.28 t/s. The user calls it one deterministic data point, not proof.