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Rev
A · 2026-10-01

Model · measured only← Models

flint-q4_1-np1-c64k-b11846

15 recorded runs. This model has no written entry yet.

Scored runs
15
Run log entries
15
File
26.0 GB
Needs
26.4 GB measured, 64K context
Smallest Mac
36 GB
RecordIdentifier

flint-q4_1-np1-c64k-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

Of record

The measurement of record for this model.

The run’s own note: Single slot at 64K (benchmark rule). shapegen and sitebuild excluded: unfinished suite / harness dataset fault.

Server
1 slot, 64K of context per request, KV cache f16 (default), flash attention on, 1 suite at a time
Runtime
llama.cpp b11846 (1a24df163), plain upstream
Speed
decode 74.2 tokens/s, prefill 345.2 tokens/s (444.7 on prompts over 16K), medians. Single stream, fleet resident except the vacated play seat (contended).
Peak memory
26.4 GB resident, with 64K of context allocated
Weights
26.0 GB file · sha256 43c07baccdba42eb…
Coherence check
passed
Left out by plan
shapegen, sitebuild
Machine
Mac Studio (M1 Max, 64 GB)
Released
24 October 2026, bundle 2026-10-24-746b3da7
Recorded runs15 scored · 95% intervals
SuiteScore95% interval PassedRuntime · profileRecorded
chainwalk50.0%9.5–90.5Passed 1/2llama.cppextraction2026-10-24
contract60.4%46.3–73.0Passed 29/48llama.cppextraction2026-10-24
enrichment77.8%65.1–86.8Passed 42/54llama.cppextraction2026-10-24
epistemics95.8%86.0–98.8Passed 46/48llama.cppextraction2026-10-24
grounding77.6%69.5–84.0Passed 97/125llama.cppextraction2026-10-24
needle60.0%50.7–68.7Passed 66/110llama.cppextraction2026-10-24
nullschema70.8%59.5–80.1Passed 51/72llama.cppextraction2026-10-24
screening98.3%91.1–99.7Passed 59/60llama.cppextraction2026-10-24
synthesis78.3%66.4–86.9Passed 47/60llama.cppextraction2026-10-24
tagger82.1%76.7–86.4Passed 197/240llama.cppextraction2026-10-24
tagger_nullable60.8%54.5–66.8Passed 146/240llama.cppextraction2026-10-24
toolcall55.0%42.5–66.9Passed 33/60llama.cppextraction2026-10-24
tools100.0%79.6–100.0Passed 15/15llama.cppextraction2026-10-24
toolscale95.0%83.5–98.6Passed 38/40llama.cppextraction2026-10-24
worldview75.0%59.8–85.8Passed 30/40llama.cppextraction2026-10-24

Runs marked unenforced were measured on a suite that requires constrained decoding, on a server shown not to apply the schema: mlx_lm accepts it and ignores it, and a few other servers and models break it. Those numbers do not measure what the suite is designed to measure. They are kept and labelled rather than deleted.

Every run log entry for this model (15)
FinishedSuiteRuntime · profileScoreCoverageGrader · dataset · config
chainwalkchainwalk/3llama.cppextraction50.0%Coverage 2/2g f4bfcf6f040b0978d 129a9e74408c8919c 88345f03f0e327c4
contractcontract/2llama.cppextraction60.4%Coverage 48/48g cc2d23c5bae45474d 1fe53d30cb5480f6c 43204cdedbb980ca
screeningscreening/1llama.cppextraction98.3%Coverage 60/60g 0661b49a10be2d2ad 64c97ca2269c29afc 3178f115c8d05533
toolstools/1llama.cppextraction100.0%Coverage 15/15g 2763675a5c3da564d 33a44812f0ad4c39c c2432e96b7bff4bf
toolscaletoolscale/1llama.cppextraction95.0%Coverage 40/40g a2bc3751abfa28e0d b24abb108c409178c ca6e6648773e72ef
toolcalltoolcall/1llama.cppextraction55.0%Coverage 60/60g 804e8fc9457649d8d 10af88c170513155c 956656f55d16d854
nullschemanullschema/1llama.cppextraction70.8%Coverage 72/72g d7448e0f5fc3f9afd 3b91280bb40372efc 6f004eb5725740b2
worldviewworldview/2llama.cppextraction75.0%Coverage 40/40g 9acfba1b704feb28d e97835de9e6fc227c 6bd294468f0eb16d
synthesissynthesis/2llama.cppextraction78.3%Coverage 60/60g 4156dd3c13361e8bd 267d1954e225c5b6c cfd189f0cc9137d8
epistemicsepistemics/4llama.cppextraction95.8%Coverage 48/48g acf84972a0ad5f38d 4bce453fd376553cc ab518cd898f25ee8
enrichmentenrichment/3llama.cppextraction77.8%Coverage 54/54g b51222c2ca38cfdfd 75361864baa727abc 6a8259b35c6b5b0d
groundinggrounding/1llama.cppextraction77.6%Coverage 125/125g 30b933dcc6a7e2d4d dcb396faf8b83b0ac abfb64f4eb2cecaf
needleneedle/1llama.cppextraction60.0%Coverage 110/110g c38dec33aa1c86c2d 5c5199b9eee8a595c 121389ab32a52e87
tagger_nullabletagger-nullable/1llama.cppextraction60.8%Coverage 240/240g 04e875431e26c4b5d db3addf23a2bc4cec d2430ea674cbd7d9
taggertagger/2llama.cppextraction82.1%Coverage 240/240g 63e04d139a0e5ed3d 7ef587bf33e5788ac abb95e6a254a1a93