AION
Opinion / analysisEfficiency & Inference1 source · Oct 10, 2026

Improve token per second without touching quant

Spent the past month tweaking and experimenting with many different numbers to achieve 30tps.

Key points

  • -window11 (no wsl switching since im not used to the environment)
  • Im looking for any improvements to achieve maybe 40tps? without touching quant at all, q8 and q4kxl remains.
  • I've experiment with threads at 6 is the best out of (4,8,12) Other than that im not sure on what to improve to achieve higher tps, any advices? appreciate it. ctx remains 100,000

Sources (1)

  • [1]Improve token per second without touching quant
    r/LocalLLaMA (top, daily) · Oct 10, 12:05 PM
    Spent the past month tweaking and experimenting with many different numbers to achieve 30tps.
    -window11 (no wsl switching since im not used to the environment)

Extractive summary: sentences quoted from the sources.