{
  "type": "calculated_examples_not_hardware_measurements",
  "formula": "2 * layers * heads * dimension * tokens * sequences * bytes",
  "assumptions": "Uniform full-context KV, no sharing or overhead; hypothetical architecture",
  "calculatedAt": "2026-10-05T02:43:50.200Z",
  "rows": [
    {
      "input": {
        "layers": 32,
        "heads": 8,
        "dimension": 128,
        "bytes": 2,
        "tokens": 8192,
        "sequences": 1
      },
      "bytes": 1073741824,
      "gib": 1
    },
    {
      "input": {
        "layers": 32,
        "heads": 8,
        "dimension": 128,
        "bytes": 2,
        "tokens": 32768,
        "sequences": 1
      },
      "bytes": 4294967296,
      "gib": 4
    },
    {
      "input": {
        "layers": 32,
        "heads": 8,
        "dimension": 128,
        "bytes": 2,
        "tokens": 32768,
        "sequences": 4
      },
      "bytes": 17179869184,
      "gib": 16
    },
    {
      "input": {
        "layers": 32,
        "heads": 8,
        "dimension": 128,
        "bytes": 2,
        "tokens": 65536,
        "sequences": 4
      },
      "bytes": 34359738368,
      "gib": 32
    }
  ]
}