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      "coefficientOfVariation": 0.5269776875584776,
      "samples": 5
    },
    "coldLoad": {
      "seconds": 3.6065994,
      "samples": 1
    },
    "passFailureRate": {
      "failedMeasuredPasses": 0,
      "totalMeasuredPasses": 16,
      "percent": 0
    },
    "attemptFailureRate": {
      "failedAttempts": 0,
      "totalAttempts": 16,
      "percent": 0
    },
    "roofline": {
      "modelWeightsGB": 4.920753328,
      "memoryBandwidthGBps": 504,
      "theoreticalMaxTokensPerSecond": 102.42334179446598,
      "utilization": 0.7448051814025256
    },
    "diagnostics": [
      {
        "id": "partial-cpu-offload",
        "status": "not-detected",
        "message": "The whole resident footprint is on one side; no split between VRAM and host memory",
        "evidence": {
          "source": "ollama.ps.size_vram",
          "granularity": "bytes",
          "residentBytes": 5271715839,
          "vramResidentBytes": 5271715839,
          "hostResidentBytes": 0,
          "vramResidentFraction": 1
        }
      },
      {
        "id": "context-vram-headroom",
        "status": "unavailable",
        "message": "Ollama /api/show does not expose the resolved KV-cache element type actually in use, so v1.1 does not calculate or threshold projected KV-cache VRAM",
        "evidence": {
          "configuredContext": 4096,
          "availableArchitectureMetadata": {
            "source": "ollama.show.model_info",
            "architecture": "llama",
            "blockCount": 32,
            "kvHeadCount": 8,
            "attentionHeadCount": 32,
            "embeddingLength": 4096,
            "headDimension": 128,
            "resolvedElementType": null,
            "projectedBytes": null,
            "calculationAvailable": false,
            "missingInputs": [
              "resolvedKvCacheElementType"
            ]
          },
          "missingInput": "resolvedKvCacheElementType"
        }
      },
      {
        "id": "cpu-only-with-gpu",
        "status": "not-detected",
        "message": "100% of the model's resident bytes are in VRAM",
        "evidence": {
          "source": "ollama.ps.size_vram",
          "granularity": "bytes",
          "residentBytes": 5271715839,
          "vramResidentBytes": 5271715839,
          "hostResidentBytes": 0,
          "vramResidentFraction": 1,
          "gpuModel": "NVIDIA GeForce RTX 4070 Ti"
        }
      },
      {
        "id": "weights-exceed-vram",
        "status": "not-detected",
        "message": "Quantized on-disk model weight size does not exceed total VRAM",
        "evidence": {
          "weightsBytes": 4920753328,
          "totalVramBytes": 12878610432
        }
      }
    ]
  }
}
