APUS-Reflex / effort-tradeoff-data.json
gump2049's picture
Clarify high-effort HTTP metrics and single-GPU chart labels
f03f2db verified
Raw History Blame Contribute Delete
1.61 kB
{
"selected_model": "4B-5949",
"display": "4B accuracy comparison plus separately attributed 9B high HTTP snapshot; historical native timings retained below only as provenance",
"http_reference": {
"model": "9B-5949",
"effort": "high",
"p50_ms": 25.58,
"p95_ms": 222.36,
"p99_ms": 275.58,
"hardware": "1x RTX PRO 6000 Blackwell 96GB",
"source": "User-provided run screenshot and high-effort clarification"
},
"source_path": "evidence/official-vs-final5949-80/report.json",
"source_sha256": "b3542b7268a675a48c64ee0dad067bbb609c0e3c99bc6f7926e0241a56a27597",
"low": {
"n": 80,
"correct": 61,
"accuracy": 0.7625,
"nll_epsilon_1e-12": 1.0545613467438772,
"brier": 0.3943826629642137,
"latency_p50_seconds": 0.05147563456557691,
"latency_p95_seconds_nearest_rank": 0.19832013035193086
},
"high": {
"n": 80,
"correct": 66,
"accuracy": 0.825,
"nll_epsilon_1e-12": 0.6519612054580076,
"brier": 0.27633044836807164,
"latency_p50_seconds": 0.08542586304247379,
"latency_p95_seconds_nearest_rank": 0.40630325907841325
},
"p50_ratio_high_over_low": 1.6595397757291617,
"p95_ratio_high_over_low": 2.048724243763878,
"p50_latency_reduction_percent": 39.74233009506361,
"accuracy_drop_percentage_points": 6.25,
"accuracy_relative_drop_percent": 7.575757575757576,
"timing": "Historical single-request native forward; same checkpoint and frozen panel, not vLLM HTTP or merged latency retest",
"routing": "Caller-selected effort; not automatic per-question routing",
"n_records": 80,
"n_parent_groups": 79
}