File size: 3,301 Bytes
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"variant": "stable_delivery",
"audit_status": "passed",
"source_protocol_sha256": "463397061629fa0e351a13bc2414ebf04279072f766da8ae88d45dec0f483903",
"protocol": {
"development_only": true,
"population": [
"scibench_atkins_065",
"scibench_atkins_042",
"scibench_atkins_015",
"scibench_calculus_023",
"scibench_calculus_036",
"scibench_calculus_037",
"scibench_chemmc_018",
"scibench_chemmc_006",
"scibench_chemmc_002",
"scibench_class_049",
"scibench_class_051",
"scibench_class_010",
"scibench_diff_021",
"scibench_diff_010",
"scibench_diff_032",
"scibench_fund_017",
"scibench_fund_004",
"scibench_fund_055",
"scibench_matter_015",
"scibench_matter_023",
"scibench_matter_021",
"scibench_quan_013",
"scibench_quan_032",
"scibench_quan_003",
"scibench_stat_003",
"scibench_stat_058",
"scibench_stat_016",
"scibench_thermo_014",
"scibench_thermo_055",
"scibench_thermo_054"
],
"stages": [
"paired_scibench_30"
],
"intervention": "True code weights versus zero-delta sham; otherwise identical frozen inputs and harness.",
"completion": "offload means code complete; retain same adapter for one tool-free non-thinking final request. Explicit visible terminal artifacts accepted. No draft recovery.",
"stop_rule": "Offload/bare completion; two consecutive or three total identical successful code+feedback pairs (Python AST ignores comments/formatting); 6 successful or 10 total Python/shell executions; 3 consecutive execution failures or sandbox creations; repeated rejected tool calls; or reserved context/request/token/turn/wall-clock boundary. No successful execution means failure, never forced success.",
"execution_limits": {
"total": 10,
"successful": 6,
"consecutive_failures": 3,
"sandbox_creations": 3,
"walltime_reserve_seconds": 240
},
"startup_gate": "Both arms must complete an unscored real native task computing 6*7, with identical first requests, correct visible delivery, code routing, execution and cleanup. Neither starts the 30 tasks before both pass.",
"budgets": {
"requests": 40,
"completion_tokens": 32768,
"turns": 40,
"seconds": 1200,
"final_completion_reserve": 1024,
"normal_call_max": 8192,
"tool_output_max_tokens": 4096,
"context_length": 32768,
"context_margin": 1536
},
"sandbox_timeout": "120-second HTTP execution read timeout; kill owned sandbox before replacing it; tell agent all state was lost.",
"task_concurrency_per_arm": 1,
"sandbox_slots_across_arms": 2,
"sampling": {
"temperature": 0,
"seed": 42
},
"scoring": "Unchanged SciBench numeric scorer, 5% relative tolerance, one actual terminal artifact only.",
"diagnostic_only": {
"scibench_diff_032": "Missing numeric damping coefficient; report both original 30 and predeclared 29."
},
"interpretation": "Known development set; improvement is diagnostic only. No task/plan selection by score; no gold feedback during generation. If gains remain absent, investigate training rather than tune this workflow further."
}
}
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