google/gemma-4-12b-qat · server http://strata · run 2026-10-05 01:06:29 → 2026-10-05 01:06:46
OVERALL
Composite: 8.6 ✓ 8/8 tests
Speed (median): 73.4 tok/s
Thinking cost: 8,170 tokens · ≈110s · starved: none
ENVIRONMENT & LOAD (verified)
Gemma-4-12B-QAT on a 12 GB 3080 Ti — composite 8.6 (8/8), 73.4 tok/s: the fastest 12B-class model on the board. Run 2026-10-05 on box strata (LM Studio ) before its retirement; the exact context window was not recorded in the manifest, only bracketed by lms --estimate-only numbers taken the same week.
| Server | http://strata (manifest) — LM Studio on the 3080 Ti |
| Model | google/gemma-4-12b-qat |
| Context bracket (same-week estimates) | 8K ≈ 8.1 GiB · 16K ≈ 9.4 GiB · 32K ≈ 11.8 GiB (fits) · 64K ≈ 16.8 GiB (will not load) → the run was ≤32K |
| Evidence it completed normally | breakout 4,677 tokens, hit_cap False, 63.7 s; creative 1,050 tokens, 13.9 s |
| Speed | 73.4 tok/s speed test — consistent with a 12B QAT fully on a 3080 Ti |
Observations
· [assistant] Manifest timestamps (started/finished 17 s apart) are migration artifacts, not the real run window — per-test elapsed_s values are the reliable timings. (noted)
Still to verify
· Exact context window of the run never recorded.
· Box strata retired Oct 2026 — cannot re-verify; record frozen.
RAW TEXT / CODE OUTPUTS
speed.txt (140 bytes, full file beside this page)1
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fib.txt (87 bytes, full file beside this page)def fib(n):
a, b = 0, 1
for _ in range(n):
a, b = b, a + b
return a reasoning.txt (133 bytes, full file beside this page)Reasoning: The phrase "all but 9 die" means that every sheep died except for 9 of them. Therefore, 9 sheep survived.
Final number: 9
constraints.txt (211 bytes, full file beside this page)Grey clouds blanketed the sky as a steady drizzle began to fall. Water pooled in the gutters and splashed against the pavement with a rhythmic beat. The world felt hushed and cool under the veil of falling mist.
json.txt (82 bytes, full file beside this page){"name": "Alice Johnson", "age": 28, "hobbies": ["Reading", "Hiking", "Painting"]} creative.txt (569 bytes, full file beside this page)Commander Vance paced the artificial grass of Habitat 4, watching the stars move in their scripted arcs. He spoke daily to "Ground Control," thanking them for the nutrient paste and the perfect synthetic sunlight. To the public, he was a hero, the first human to live permanently in the void. He felt like a pioneer, a solitary explorer of the infinite.
Today, a massive shadow eclipsed the station. A face appeared on the other side of the reinforced glass—not human, but a colossal, wet eye. A booming vibration rattled his ribs.
"Feed time," the voice commanded.
