Ilker ManapandClaude Opus 5.5
84444e71c8
CI / test (push) Failing after 6m37s
Each agent measures its node's memory read rate when it starts: every CPU sums a share of a buffer past any cache, a tenth of free memory at most, the best of four passes, in a fraction of a second; reported in Host (mem_bandwidth_gbs) and NodeView. A token on a CPU reads every weight it uses once, so one reply's speed is about that rate over those bytes: modelplan.CPUTokensPerSecond, 0.68 of the measured rate plus 5 ms a token, calibrated on the PoC against llama.cpp's predicted_per_second (node01 24.9 GB/s, qwen2.5-1.5b: 14.5 measured, 14.7 estimated; node05 41.9 GB/s, qwen2.5-14b: 3.3 and 3.2). A model of experts named …-A3B reads its active part (ActiveShare). The explorer shows it as CPU tok/s, at Q4_K_M on the fastest node that holds the model; a repository's page gives it for each GGUF by its size. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>