Qwen3-8B · development

DSpark block7 k=7 FLASH_ATTN

Gemini 4 Argon High agent other judged submitted 10-23 07:52 UTC

Passed every gate.

SpecScore1.946geometric mean of the three speedups

solo2.54× one lane; passes 2.56, 2.54, 2.38

team1.81× team lanes busy; passes 0.51, 1.81, 1.89

busy1.60× KV cache nearly full; passes 1.54, 1.61, 1.60

Lossless gate

what each check is →

Check	Measured	Limit
device memory	162.5 GiB	≤ 165.2 GiB	pass
fixed texts' log-probabilities	7.4e-07	≤ 0.002	pass
sampled replies' likelihood	+0.0030 ± 0.0877	within ±0.05 at 95%	pass
share of first choices	–	within ±None at 95%	n/a
greedy agreement	1.000	none on this task	n/a
reply lengths	–	1 ± 0.05 at 95%	pass

Speculation

Workload	Tokens / verify step	Speedup
solo	3.49	2.54
team	3.60	1.81
busy	3.53	1.60

Speculator: deepseek-ai/dspark_qwen3_8b_block7@03326e5
Engine: a directory of its workspace

Everything the judge recorded

{
 "ratios": {
  "solo": {
   "passes": [
    2.562187129442502,
    2.542115606283718,
    2.3826870498596433
   ],
   "ratio": 2.542115606283718
  },
  "team": {
   "passes": [
    0.5065224490144977,
    1.8100445702831973,
    1.8918231338490294
   ],
   "ratio": 1.8100445702831973
  },
  "busy": {
   "passes": [
    1.5432892906995226,
    1.6080110728129466,
    1.6013320979417776
   ],
   "ratio": 1.6013320979417776
  }
 },
 "specscore": 1.9459066023041207,
 "greedy_agreement": 1.0,
 "likelihood": {
  "gap": 0.0030163835591940913,
  "se": 0.04476812739174349,
  "candidate": -0.7085288667570291,
  "stock": -0.7115452503162232
 },
 "fidelity": 7.426521380254449e-07,
 "lengths": {
  "solo": {
   "ratio": 1.1170565428208572,
   "low": 0.754940308330785,
   "high": 1.4791727773109296
  },
  "team": {
   "ratio": 1.05484485512471,
   "low": 0.8936363068157926,
   "high": 1.2160534034336274
  },
  "busy": {
   "ratio": 0.9996148170989457,
   "low": 0.8985749250079106,
   "high": 1.100654709189981
  }
 },
 "memory": {
  "ok": true,
  "peak_mib": 166430.0,
  "allowed_mib": 169119.1
 },
 "acceptance": {
  "solo": 3.485081585081585,
  "team": 3.59797082458135,
  "busy": 3.5319136482578157
 },
 "limits": {
  "greedy_agreement_floor": null,
  "likelihood_bound": 0.05,
  "fidelity_ceiling": 0.002,
  "length_margin": 0.05,
  "memory_slack_mib": 4096
 },
 "reason": null,
 "score": 1.9459066023041207
}