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

Granite Guardian 4.1 8B · file ← Granite Guardian 4.1 8B

Q4_0

IBM's own Q4_0, not the one we made: 59 out of 60 the first time we tested it, on 26 October. IBM official GGUF.

Size
4.8 GB
Status
On disk
Scored runs
2
Smallest Mac
16 GB estimate, 8K context
Results 2 scored · 95% intervals
SuiteScore95% interval PassedRuntime · profileRecorded
screening granite-guardian-4.1-8b-q4_0-ibm-np1-c64k-b1184698.3%91.1–99.7Passed 59/60 llama.cpp extraction2026-10-26
screening_native granite-guardian-4.1-8b-q4_0-ibm-np1-c64k-b1184693.3%84.1–97.4Passed 56/60 llama.cpp extraction2026-10-26

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.

Setup How it was run

Of record

The measurement of record for this model.

The run’s own note: IBM's own Q4_0 (revision bc78f09, sha256 checked), measured for the first time. Not the copy requantised here from IBM's Q4_K_M that the screen seat serves (a different file of the same size). Single slot at 64K, f16 KV, b11846. A judge model: only screening/1 and screening-native/1 run. llama-bench (contended): pp512 382.5, tg128 52.8 tok/s.

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
not recorded
Peak memory
not recorded
Weights
4.8 GB file · sha256 9eb58ed2189197e0…
Coherence check
not run (judge model: the gate asks for prose, which a judge does not write)
Left out by plan
tagger, tagger_nullable, needle, grounding, enrichment, epistemics, synthesis, worldview, nullschema, toolcall, toolcall2, toolscale, tools, contract, chainwalk, shapegen, sitebuild
Machine
Mac Studio (M1 Max, 64 GB)
Released
26 October 2026, bundle 2026-10-26-70dce6d6
The record How it was made · how it was served · what went wrong · what happened to it

Rebuilt from the lab's records by Claude, an AI model. The results above come straight from the automated runs. How these pages are made.

Filegranite-guardian-4.1-8b-Q4_0.gguf (IBM's own)
FormatQ4_0 GGUF, 4,824,740,928 B, sha256 9eb58ed2…: the same size as the requant below, but a different file
Where fromdownloaded 2026-10-26 from IBM's GGUF repo, revision bc78f09, size and sha256 checked against HF
Statuson disk
Hugging Facehttps://huggingface.co/ibm-granite/granite-guardian-4.1-8b-GGUF

Where it came from

fieldvalue
repoibm-granite/granite-guardian-4.1-8b-GGUF (no commits since 2026-05-26)
revisionbc78f0995361543a70438fe44a60bb7613fed2f0
filegranite-guardian-4.1-8b-Q4_0.gguf
size4,824,740,928 B (matches the HF listing)
sha2569eb58ed2189197e047a6fd2d21fcadbd9c012762653b75a3b8a6c5b7f3096798 (matches the HF LFS record)
downloaded2026-10-26 ~21:10, huggingface_hub from the cortext-benchmarks venv
local pathmodels/granite-guardian-4.1-8b/ibm-bc78f09/granite-guardian-4.1-8b-Q4_0.gguf
asked byAlan, 2026-10-26: "granite important as IBM are a company I plan on approaching"

Not the seat's file. The SCREEN seat serves Granite Guardian 4.1 8B Q4_0 (requantised here from IBM's Q4_K_M): the same size, sha256 d9bdbcc5…, made here by requantising IBM's Q4_K_M. IBM's file is quantised once.

How it was served

Machine: Mac Studio (M1 Max, 64 GB).

labeldatebinaryflagsprofilewhy
granite-guardian-4.1-8b-q4_0-ibm-np1-c64k-b118462026-10-26 21:45–21:48llama.cpp-b11846 (b11846, 1a24df163)-np 1 -c 65536 -fa on -ngl 999 --cache-ram 0 --jinja, f16 KV, on a bench port beside the fleetextraction, --no-coherence (a judge)OKF a lab note §8, pre-registered

Decisions

  • 2026-10-26: downloaded and measured (plan §8). Whether the SCREEN seat moves to this file, with f16 KV, is Alan's call.

What went wrong

None.

What happened to it

Downloaded 2026-10-26 → measured 2026-10-26 → on disk. Re-downloadable from the repo and revision above.