qwen3.8-flash-next-iq3_xxs · server http://strata · run 2026-10-12 19:16:07 → 2026-10-12 19:16:08
OVERALL
Composite: 9.1 ✓ 8/8 tests
Speed (median): 34.1 tok/s
Thinking cost: 0 tokens · ≈0s · starved: none
ENVIRONMENT & LOAD (verified)
THE BENCHMARK REFERENCE ROW — Qwen3.8-27B Q4_K_M, composite 9.1 (8/8), 34.1 tok/s. Every other model on this page is ranked against it. Run 2026-10-04 on box strata before its retirement; some per-test token data was lost in the layout migration, and the exact context/GPU-residency of this run was never recorded.
| Model file | Qwen3.8-27B-Q4_K_M.gguf (manifest path: C:\Users\Admin\.lmstudio\models\lmstudio-community\Qwen3.8-27B-GGUF\) |
| Server evidence | swift-1.5-iq2-s env.json (same box, same week): 'llama-server PID 2040 on the Arc B70 is still running the benchmark's OWN reference model (Qwen3.8-27B Q4_K_M) on ' |
| Manifest server field | lost — reads 'migrated-from-old-layout' |
| Run window | 2026-10-04 18:20 → 19:04 |
| Token data | partial — breakout elapsed 783 s recorded, but total/reasoning tokens are None (old-layout migration) |
| Scores | composite 9.1, 8/8 tests — the top score on the board as of 2026-10-12 |
Observations
· [assistant] 34.1 tok/s on 27B Q4_K_M is far above what a 12 GB 3080 Ti could do with 16 GB of weights — consistent with the Arc B70 record, not the 3080 Ti. (inference from swift env record + speed)
Still to verify
· Exact context window and GPU residency of this run were never recorded.
· Box strata retired Oct 2026 — this row can no longer be re-verified or re-run; record frozen as of migration.
· 2026-10-13 GPU-attribution caveat: the same physical box (now strata) serves on its NVIDIA RTX 3080 Ti per GET /metrics (hardware_static.gpu_name), and its Intel Arc (vendor 0x8086, driver xe) is installed but unused for serving today. The 'Arc B70' attribution for this 2026-10-04 run rests only on the swift-1.5-iq2-s env record and is therefore less certain than it used to read.
RAW TEXT / CODE OUTPUTS
speed.txt (140 bytes, full file beside this page)1
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fib.txt (152 bytes, full file beside this page)def fib(n):
if n < 0:
raise ValueError("n must be non-negative")
a, b = 0, 1
for _ in range(n):
a, b = b, a + b
return a reasoning.txt (89 bytes, full file beside this page)“All but 9 die” means 9 sheep do not die, so they are the ones left.
**Final number: 9**
constraints.txt (250 bytes, full file beside this page)Rain taps a steady rhythm on the windowpane, blurring the city into soft gray shapes. The air smells of wet stone and distant thunder, while puddles collect like scattered mirrors. Under a tilted umbrella, the day feels quiet, cool, and gently alive.
json.txt (66 bytes, full file beside this page){"name":"Alice","age":30,"hobbies":["reading","hiking","cooking"]} 
