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

Model · measured only← Models

lfm25-8b-a1b-midrange

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

Scored runs
5
Run log entries
5
RecordIdentifier

lfm25-8b-a1b-midrange

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

Recorded runs5 scored · 95% intervals
SuiteScore95% interval PassedRuntime · profileRecorded
nullschema27.8%18.8–39.0Passed 20/72llama.cppextraction2026-09-10
synthesis53.3%40.9–65.4Passed 32/60llama.cppextraction2026-09-10
toolcall1.7%0.3–8.9Passed 1/60llama.cppextraction2026-09-10
toolscale82.5%68.0–91.3Passed 33/40llama.cppextraction2026-09-10
worldview30.0%18.1–45.4Passed 12/40llama.cppextraction2026-09-10

Runs marked unenforced were measured through mlx_lm on a suite that requires constrained decoding. mlx_lm accepts the schema and ignores it, so 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 (5)
FinishedSuiteRuntime · profileScoreCoverageGrader · dataset · config
synthesissynthesis/2not recordedextraction53.3%Coverage 60/60g 4156dd3c13361e8bd 267d1954e225c5b6c 089fdc592c6d831d
nullschemanullschema/1not recordedextraction27.8%Coverage 72/72g d7448e0f5fc3f9afd 3b91280bb40372efc b3d59631a0a0785e
worldviewworldview/2not recordedextraction30.0%Coverage 40/40g 9acfba1b704feb28d e97835de9e6fc227c 717aaa5a6a785c10
toolscaletoolscale/1not recordedextraction82.5%Coverage 40/40g a2bc3751abfa28e0d b24abb108c409178c 4727b9e997fb1a2e
toolcalltoolcall/1not recordedextraction1.7%Coverage 60/60g 804e8fc9457649d8d 10af88c170513155c 3b306a765082433d