aura/tests/SCALE_SWEEP_RESULTS.json at main · youngbryan97/aura · GitHub

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{
  "generated_at": 1778115451.057169,
  "hardware": [
    {
      "classification": "batch_or_high_level_cortex",
      "feasible": true,
      "headroom_gib": 18.3,
      "machine": "Bryan M5-class Apple Silicon 64GB",
      "model": "32B-8bit",
      "model_required_gib": 38.8,
      "realtime_heartbeat_feasible": false,
      "recommended_tier": "7B-4bit",
      "required_gib": 45.7,
      "unified_memory_gib": 64.0,
      "warnings": [
        "continuous 100-500 ms heartbeat claims require a smaller model tier or measured external evidence"
      ],
      "workload_required_gib": 6.9
    },
    {
      "classification": "batch_or_high_level_cortex",
      "feasible": true,
      "headroom_gib": 33.8,
      "machine": "Bryan M5-class Apple Silicon 64GB",
      "model": "32B-4bit",
      "model_required_gib": 23.3,
      "realtime_heartbeat_feasible": false,
      "recommended_tier": "7B-4bit",
      "required_gib": 30.2,
      "unified_memory_gib": 64.0,
      "warnings": [
        "continuous 100-500 ms heartbeat claims require a smaller model tier or measured external evidence"
      ],
      "workload_required_gib": 6.9
    },
    {
      "classification": "heartbeat_candidate",
      "feasible": true,
      "headroom_gib": 50.04,
      "machine": "Bryan M5-class Apple Silicon 64GB",
      "model": "7B-4bit",
      "model_required_gib": 7.06,
      "realtime_heartbeat_feasible": true,
      "recommended_tier": "7B-4bit",
      "required_gib": 13.96,
      "unified_memory_gib": 64.0,
      "warnings": [],
      "workload_required_gib": 6.9
    },
    {
      "classification": "heartbeat_candidate",
      "feasible": true,
      "headroom_gib": 54.5,
      "machine": "Bryan M5-class Apple Silicon 64GB",
      "model": "1.5B-4bit",
      "model_required_gib": 2.6,
      "realtime_heartbeat_feasible": true,
      "recommended_tier": "7B-4bit",
      "required_gib": 9.5,
      "unified_memory_gib": 64.0,
      "warnings": [],
      "workload_required_gib": 6.9
    }
  ],
  "integration_proxy": [
    {
      "nodes": 8,
      "proxy_delta": 0.007377,
      "proxy_mi": 0.010615,
      "shuffled_proxy_mi": 0.003238
    },
    {
      "nodes": 32,
      "proxy_delta": 0.00452,
      "proxy_mi": 0.009083,
      "shuffled_proxy_mi": 0.004564
    },
    {
      "nodes": 128,
      "proxy_delta": 0.004365,
      "proxy_mi": 0.007441,
      "shuffled_proxy_mi": 0.003076
    },
    {
      "nodes": 512,
      "proxy_delta": 0.003798,
      "proxy_mi": 0.007564,
      "shuffled_proxy_mi": 0.003766
    }
  ],
  "warning": "Integration proxy sweep is not a consciousness or full IIT result; it is a reproducible scale-sensitivity artifact."
}