FreshContextA context lab · Fife
Drawing
02 · Benchmarks
Sheet
2 of 3
Rev
A · 2026-10-01

Model · measured only← Models

flint-q4_1-np4-b11846

4 run log entries, none with a scored result. This model has no written entry yet.

Scored runs
0
Run log entries
4
File
26.0 GB
Needs
26.4 GB measured, 64K context
Smallest Mac
36 GB
RecordIdentifier

flint-q4_1-np4-b11846

Every result below is as recorded. Without a written entry there is no stated reason for the test and no verdict.

SetupHow it was run

Stopped

Stopped part-way. Its partial suites are in the run log and aren't scored.

The run’s own note: Stopped after about 5 minutes: 16K per request is below the 64K Hermes needs, so the single-slot rule replaced it. Partial suites only; not scored as results.

Server
4 slots, 16K of context per request, KV cache q4_0, flash attention on, 4 suites at a time
Runtime
llama.cpp b11846 (1a24df163), plain upstream
Speed
not recorded
Peak memory
24.3 GB resident, with 64K of context allocated
Weights
26.0 GB file · sha256 43c07baccdba42eb…
Coherence check
not recorded
Left out by plan
none
Machine
Mac Studio (M1 Max, 64 GB)
Released
24 October 2026, bundle 2026-10-24-80653652
Recorded runs0 scored · 95% intervals

No runs recorded against this identifier.

Every run log entry for this model (4)
FinishedSuiteRuntime · profileScoreCoverageGrader · dataset · config
taggertagger/2llama.cppextraction54.2%Coverage 10% coverageg 63e04d139a0e5ed3d 7ef587bf33e5788ac fcbc238912075840
needleneedle/1llama.cppextraction85.7%Coverage 6.4% coverageg c38dec33aa1c86c2d 5c5199b9eee8a595c d4b82caabaad3205
tagger_nullabletagger-nullable/1llama.cppextraction57.1%Coverage 11.7% coverageg 04e875431e26c4b5d db3addf23a2bc4cec 5dd5624f007db447
groundinggrounding/1llama.cppextraction66.1%Coverage 44.8% coverageg 30b933dcc6a7e2d4d dcb396faf8b83b0ac 48d85d169f54be82