FreshContextA context lab · Fife
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A · 2026-10-01

Muse-Glimmer-30B · file← Muse-Glimmer-30B

UD-Q4_K_XL

Unsloth's GGUF, and the only file with scores. Deleted on 9 September. Unsloth GGUF.

Size
15.9 GB
Status
Deleted 9 Sep 2026
Scored runs
2
Smallest Mac
32 GB measured, 8K context
Results2 scored · 95% intervals
SuiteScore95% interval PassedRuntime · profileRecorded
groundingmuse-glimmer-30bunenforced85.6%78.4–90.7Passed 107/125llama.cppextraction2026-09-08
screeningmuse-glimmer-30b86.7%75.8–93.1Passed 52/60llama.cppextraction2026-09-08

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.

The recordHow 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.

FileMuse-Glimmer-30B-UD-Q4_K_XL.gguf (15,878,222,368 B)
FormatGGUF UD-Q4_K_XL
Where fromdownloaded 2026-09-07/08
Statusdeleted 2026-09-09
Hugging Faceunsloth/Muse-Glimmer-30B-GGUF

Where it came from

  • Repo and file: unsloth/Muse-Glimmer-30B-GGUF, Muse-Glimmer-30B-UD-Q4_K_XL.gguf. Command (queued 2026-09-07 21:56Z, re-issued 23:03Z):

hf download unsloth/Muse-Glimmer-30B-GGUF Muse-Glimmer-30B-UD-Q4_K_XL.gguf --local-dir muse-glimmer-30b-gguf (run from models, with HF_HUB_ENABLE_HF_TRANSFER=1 HF_XET_HIGH_PERFORMANCE=1).

How it was served

labeldates (UTC)binary and versionctx / -np / KV / -fa / --jinja / --reasoning-formatharness profilewhy this label exists
muse-glimmer-30b (screening)2026-09-08, started ~07:12Z (script written 05:55Z), result 07:46Z (run-log 08:46:40 BST)llama.cpp b10618 (eb25b7263)16384 / default / f16 / default / yes / not set; -ngl 999; no --mmproj, no draftextraction (thinking off, 2048 max tokens, reasoning budget 0)first locked-harness scores for a model that had only been ruled out on speed
muse-glimmer-30b (grounding)started after screening; killed 09:17Z at 83 of 125 rows and resumed by a one-off script (same flags, resume on), result 10:12Z (run-log 11:12:06 BST)b1061816384 / default / f16 / default / yes / not setextractionsame sweep; the kill was to drop the redundant three-suite DFlash run

The label is a plain llama.cpp label; the speculative runs used the separate throwaway aliases muse-glimmer-30b-spec and mg-spec (no run-log entries; no result file for muse-glimmer-30b-spec exists, so the planned 20-case screening sample on the spec server left nothing).

Seats held: none. Not in fleet-models.ini at any time after 2026-08-26.

Decisions

  • Pulled for the vision path and DFlash draft after the old speed verdict turned out to be unscored (family doc).
  • Kept only until the three suites and the DFlash probe were done, then deleted as redundant on Alan's "muse glimmer guff can go". Reasoning given to Alan: no live references, MLX copy kept as the vision route.

What went wrong

  • Mid-run kill and resume, 2026-09-08 09:17Z. Grounding was killed at 83/125 and resumed; the manifest keeps both segments. Cost: none beyond the restart; no rows lost or duplicated (125 rows).
  • Harness edited in place, 2026-09-08 ~10:13-10:25Z. To stop MLX servers that ignore response_format from being scored on schema suites, the assistant added a guard to harness/runner.py; its first placement raised UnboundLocalError (be used before construction), which is why the planned nullschema step for this model never ran, and a later edit changed the sentinel probe to 512 tokens. These were in-place edits to a harness the project treats as locked; the repo history starts on 2026-09-30, so there is no diff for them. The probe was extended on 2026-10-21 by PR #9 (commit 6c41dca).
  • Contended DFlash baseline. Test 1 ran beside the grounding suite and downloads; the 2.8 vs 9.6 tok/s ratio is valid, the absolute figures are not.
  • Standing checks. Partial runs: both result files equal their suite sizes (60 and 125). Stale build stamps: run-log b10618 matches the 2026-08-25 rebuild and the 2026-09-07 eb25b7263 check. Missing flags: --jinja present; --reasoning-format not set for a reasoning model; whether the extraction profile's "thinking off" took effect on this template is not on record.

What happened to it

Downloaded 2026-09-07/08 → screening + grounding 2026-09-08 → DFlash probes 2026-09-08 → deleted 2026-09-09 14:25Z (rm -rf muse-glimmer-30b-gguf, 18 GB reclaimed). No RESTORE entry: RESTORE-deleted-20260909.sh has no Muse-Glimmer lines (checked 2026-10-23). Re-downloadable from unsloth/Muse-Glimmer-30B-GGUF (the run-log results survive).