alt.hn

7/14/2026 at 9:06:11 PM

Same model, same Q4_K_M label: 5.02, 5.07 and 5.27 bits per weight

https://github.com/logxio/picchio

by logickkk1

7/14/2026 at 9:55:01 PM

Does this catch intermittent fallback between requests?

by p_stuart82

7/14/2026 at 10:32:00 PM

Yes, picchio monitors a running llama-server on a timer and flags when the prefill/decode ratio goes CPU-shaped. I hot-swapped one mid-run. probe 4 caught ENGAGED -> NOT ENGAGED.

by logickkk1