{
  "protocolVersion": "osai-bench/1.3",
  "clientVersion": "0.10.0",
  "scoringVersion": "osai-bench-derive/1.3",
  "createdAt": "2026-08-03T06:06:31.637Z",
  "qualityOverride": false,
  "cohortEligible": true,
  "qualityConditions": [],
  "runtime": {
    "name": "ollama",
    "version": "0.32.5",
    "endpoint": "loopback",
    "layerAssignment": null,
    "offloadPlacement": {
      "source": "ollama.ps.size_vram",
      "granularity": "bytes",
      "residentBytes": 7891006258,
      "vramResidentBytes": 7891006258,
      "hostResidentBytes": 0,
      "vramResidentFraction": 1
    },
    "kvCacheMetadata": {
      "source": "ollama.show.model_info",
      "architecture": "qwen2",
      "blockCount": 28,
      "kvHeadCount": 4,
      "attentionHeadCount": 28,
      "embeddingLength": 3584,
      "headDimension": 128,
      "resolvedElementType": null,
      "projectedBytes": null,
      "calculationAvailable": false,
      "missingInputs": [
        "resolvedKvCacheElementType"
      ]
    },
    "environment": {
      "source": "client-process-env",
      "authoritative": false,
      "note": "Read from the benchmark client's own process environment. The Ollama server may have been started with a different environment; Ollama exposes no endpoint reporting its resolved configuration.",
      "declared": {
        "OLLAMA_KV_CACHE_TYPE": null,
        "OLLAMA_FLASH_ATTENTION": null,
        "OLLAMA_CONTEXT_LENGTH": null,
        "OLLAMA_NUM_PARALLEL": null,
        "OLLAMA_GPU_OVERHEAD": null,
        "OLLAMA_SCHED_SPREAD": null,
        "OLLAMA_LLM_LIBRARY": null,
        "LLAMA_ARG_FIT": null,
        "LLAMA_ARG_FIT_TARGET": null,
        "OLLAMA_MAX_LOADED_MODELS": null,
        "OLLAMA_KEEP_ALIVE": null,
        "OLLAMA_DEBUG": null,
        "OLLAMA_MODELS": false,
        "OLLAMA_HOST": false
      },
      "declaredNonDefault": []
    }
  },
  "model": {
    "identifier": "qwen2.5:7b-instruct-q8_0",
    "digest": "2d9500c948416525a044cc51a47a1ef93deb045aebf2f61e8d6b3ac3a3cf2290",
    "family": "qwen2",
    "parameterSize": "7.6B",
    "quantization": "Q8_0",
    "weightsBytes": 8098538978,
    "weightsSource": "ollama.tags.size"
  },
  "system": {
    "cpu": {
      "model": "12th Gen Intel(R) Core(TM) i9-12900K"
    },
    "gpu": {
      "present": true,
      "model": "NVIDIA GeForce RTX 3080",
      "totalVramBytes": 10737418240,
      "freeVramBytesAtCheck": 10311696384,
      "freeVramBytesAtLoad": 2372927488,
      "utilizationPercentAtCheck": 0,
      "driverVersion": "595.71.05",
      "provider": "nvidia-smi"
    },
    "memory": {
      "totalBytes": 32817025024
    },
    "os": {
      "platform": "linux",
      "version": "Ubuntu 26.04 LTS",
      "architecture": "x64"
    },
    "power": {
      "present": false,
      "onBattery": false
    }
  },
  "configuration": {
    "memoryBandwidthGBps": 760,
    "memoryBandwidthSource": "manufacturer-table",
    "memoryBandwidthTableVersion": "osai-gpu-memory-bandwidth/2",
    "memoryBandwidthEntryId": "nvidia-geforce-rtx-3080-10gb",
    "fixedOptions": {
      "temperature": 0,
      "seed": 42,
      "stream": true
    },
    "workloads": {
      "w1": {
        "numPredict": 1,
        "numCtx": 512,
        "keepAlive": "5m",
        "promptTokenRange": null,
        "warmups": 0,
        "repetitions": 1,
        "varyPromptPerCall": false
      },
      "w2": {
        "numPredict": 128,
        "numCtx": 4096,
        "keepAlive": "5m",
        "promptTokenRange": {
          "min": 20,
          "max": 64
        },
        "warmups": 1,
        "repetitions": 5,
        "varyPromptPerCall": false
      },
      "w3": {
        "numPredict": 1,
        "numCtx": 4096,
        "keepAlive": "5m",
        "promptTokenRange": {
          "min": 2000,
          "max": 4095
        },
        "warmups": 1,
        "repetitions": 5,
        "varyPromptPerCall": true
      },
      "w4": {
        "numPredict": 512,
        "numCtx": 4096,
        "keepAlive": "5m",
        "promptTokenRange": {
          "min": 20,
          "max": 64
        },
        "warmups": 1,
        "repetitions": 5,
        "varyPromptPerCall": false
      }
    },
    "resolved": {
      "fixedOptions": {
        "temperature": 0,
        "seed": 42,
        "stream": true
      },
      "workloads": {
        "w1": {
          "numPredict": 1,
          "numCtx": 512,
          "keepAlive": "5m"
        },
        "w2": {
          "numPredict": 128,
          "numCtx": 4096,
          "keepAlive": "5m"
        },
        "w3": {
          "numPredict": 1,
          "numCtx": 4096,
          "keepAlive": "5m"
        },
        "w4": {
          "numPredict": 512,
          "numCtx": 4096,
          "keepAlive": "5m"
        }
      },
      "runtimeModelParameters": null,
      "unresolvedRuntimeDefaults": true
    }
  },
  "rawMeasurements": {
    "workloads": {
      "w1": {
        "warmup": null,
        "measuredPasses": [
          {
            "index": 1,
            "valid": true,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 8437951571,
                  "load_duration": 8395862104,
                  "prompt_eval_count": 34,
                  "prompt_eval_duration": 39336000,
                  "eval_count": 1,
                  "eval_duration": 1000,
                  "timeToFirstTokenMs": 8439.747659
                },
                "validity": {
                  "valid": true,
                  "reasons": []
                }
              }
            ],
            "measurement": {
              "total_duration": 8437951571,
              "load_duration": 8395862104,
              "prompt_eval_count": 34,
              "prompt_eval_duration": 39336000,
              "eval_count": 1,
              "eval_duration": 1000,
              "timeToFirstTokenMs": 8439.747659
            },
            "validity": {
              "valid": true,
              "reasons": []
            }
          }
        ],
        "failed": false
      },
      "w2": {
        "warmup": {
          "total_duration": 9815690759,
          "load_duration": 8148842764,
          "prompt_eval_count": 68,
          "prompt_eval_duration": 45429000,
          "eval_count": 128,
          "eval_duration": 1618116000,
          "timeToFirstTokenMs": 8199.184759
        },
        "measuredPasses": [
          {
            "index": 1,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 1771097421,
                  "load_duration": 148671378,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12782000,
                  "eval_count": 128,
                  "eval_duration": 1598613000,
                  "timeToFirstTokenMs": 172.95331600000281
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1776021851,
                  "load_duration": 147674971,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12814000,
                  "eval_count": 128,
                  "eval_duration": 1600613000,
                  "timeToFirstTokenMs": 175.7328170000037
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1745836170,
                  "load_duration": 127857475,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12802000,
                  "eval_count": 128,
                  "eval_duration": 1602964000,
                  "timeToFirstTokenMs": 143.2619210000048
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 1745836170,
              "load_duration": 127857475,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 12802000,
              "eval_count": 128,
              "eval_duration": 1602964000,
              "timeToFirstTokenMs": 143.2619210000048
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          },
          {
            "index": 2,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 1754223630,
                  "load_duration": 136422020,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12907000,
                  "eval_count": 128,
                  "eval_duration": 1602251000,
                  "timeToFirstTokenMs": 152.25893400000496
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1765563966,
                  "load_duration": 146661556,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13047000,
                  "eval_count": 128,
                  "eval_duration": 1603764000,
                  "timeToFirstTokenMs": 162.29683300000033
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1763851579,
                  "load_duration": 145207204,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12834000,
                  "eval_count": 128,
                  "eval_duration": 1603676000,
                  "timeToFirstTokenMs": 160.531207
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 1763851579,
              "load_duration": 145207204,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 12834000,
              "eval_count": 128,
              "eval_duration": 1603676000,
              "timeToFirstTokenMs": 160.531207
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          },
          {
            "index": 3,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 1775370104,
                  "load_duration": 158021336,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12927000,
                  "eval_count": 128,
                  "eval_duration": 1602395000,
                  "timeToFirstTokenMs": 173.4216349999988
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1743127448,
                  "load_duration": 127070154,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12759000,
                  "eval_count": 128,
                  "eval_duration": 1601078000,
                  "timeToFirstTokenMs": 142.4488610000044
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1763516130,
                  "load_duration": 146625268,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12825000,
                  "eval_count": 128,
                  "eval_duration": 1601795000,
                  "timeToFirstTokenMs": 162.12907100000302
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 1763516130,
              "load_duration": 146625268,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 12825000,
              "eval_count": 128,
              "eval_duration": 1601795000,
              "timeToFirstTokenMs": 162.12907100000302
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          },
          {
            "index": 4,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 1768603109,
                  "load_duration": 152002490,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12789000,
                  "eval_count": 128,
                  "eval_duration": 1601692000,
                  "timeToFirstTokenMs": 167.16424499999994
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1746406021,
                  "load_duration": 131039993,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13080000,
                  "eval_count": 128,
                  "eval_duration": 1599757000,
                  "timeToFirstTokenMs": 146.95026199999847
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1774733302,
                  "load_duration": 159943496,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12870000,
                  "eval_count": 128,
                  "eval_duration": 1599968000,
                  "timeToFirstTokenMs": 175.14207200000237
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 1774733302,
              "load_duration": 159943496,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 12870000,
              "eval_count": 128,
              "eval_duration": 1599968000,
              "timeToFirstTokenMs": 175.14207200000237
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          },
          {
            "index": 5,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 1754770438,
                  "load_duration": 139585660,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12744000,
                  "eval_count": 128,
                  "eval_duration": 1600369000,
                  "timeToFirstTokenMs": 154.81807199999457
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1751566569,
                  "load_duration": 134227194,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12878000,
                  "eval_count": 128,
                  "eval_duration": 1602384000,
                  "timeToFirstTokenMs": 149.5314290000024
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 1784267650,
                  "load_duration": 163222583,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 12861000,
                  "eval_count": 128,
                  "eval_duration": 1605867000,
                  "timeToFirstTokenMs": 178.5666579999961
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 1784267650,
              "load_duration": 163222583,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 12861000,
              "eval_count": 128,
              "eval_duration": 1605867000,
              "timeToFirstTokenMs": 178.5666579999961
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          }
        ],
        "failed": true
      },
      "w3": {
        "warmup": {
          "total_duration": 748192415,
          "load_duration": 136530861,
          "prompt_eval_count": 2815,
          "prompt_eval_duration": 577943000,
          "eval_count": 1,
          "eval_duration": 1000,
          "timeToFirstTokenMs": 748.442974000005
        },
        "measuredPasses": [
          {
            "index": 1,
            "valid": true,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 835333481,
                  "load_duration": 124075874,
                  "prompt_eval_count": 2815,
                  "prompt_eval_duration": 574636000,
                  "eval_count": 1,
                  "eval_duration": 1000,
                  "timeToFirstTokenMs": 835.6884110000028
                },
                "validity": {
                  "valid": true,
                  "reasons": []
                }
              }
            ],
            "measurement": {
              "total_duration": 835333481,
              "load_duration": 124075874,
              "prompt_eval_count": 2815,
              "prompt_eval_duration": 574636000,
              "eval_count": 1,
              "eval_duration": 1000,
              "timeToFirstTokenMs": 835.6884110000028
            },
            "validity": {
              "valid": true,
              "reasons": []
            }
          },
          {
            "index": 2,
            "valid": true,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 892008080,
                  "load_duration": 146941683,
                  "prompt_eval_count": 2815,
                  "prompt_eval_duration": 569668000,
                  "eval_count": 1,
                  "eval_duration": 1000,
                  "timeToFirstTokenMs": 892.3851809999978
                },
                "validity": {
                  "valid": true,
                  "reasons": []
                }
              }
            ],
            "measurement": {
              "total_duration": 892008080,
              "load_duration": 146941683,
              "prompt_eval_count": 2815,
              "prompt_eval_duration": 569668000,
              "eval_count": 1,
              "eval_duration": 1000,
              "timeToFirstTokenMs": 892.3851809999978
            },
            "validity": {
              "valid": true,
              "reasons": []
            }
          },
          {
            "index": 3,
            "valid": true,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 838056422,
                  "load_duration": 123567234,
                  "prompt_eval_count": 2815,
                  "prompt_eval_duration": 568449000,
                  "eval_count": 1,
                  "eval_duration": 1000,
                  "timeToFirstTokenMs": 838.4080160000012
                },
                "validity": {
                  "valid": true,
                  "reasons": []
                }
              }
            ],
            "measurement": {
              "total_duration": 838056422,
              "load_duration": 123567234,
              "prompt_eval_count": 2815,
              "prompt_eval_duration": 568449000,
              "eval_count": 1,
              "eval_duration": 1000,
              "timeToFirstTokenMs": 838.4080160000012
            },
            "validity": {
              "valid": true,
              "reasons": []
            }
          },
          {
            "index": 4,
            "valid": true,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 827965964,
                  "load_duration": 127314597,
                  "prompt_eval_count": 2815,
                  "prompt_eval_duration": 565452000,
                  "eval_count": 1,
                  "eval_duration": 1000,
                  "timeToFirstTokenMs": 828.4516399999993
                },
                "validity": {
                  "valid": true,
                  "reasons": []
                }
              }
            ],
            "measurement": {
              "total_duration": 827965964,
              "load_duration": 127314597,
              "prompt_eval_count": 2815,
              "prompt_eval_duration": 565452000,
              "eval_count": 1,
              "eval_duration": 1000,
              "timeToFirstTokenMs": 828.4516399999993
            },
            "validity": {
              "valid": true,
              "reasons": []
            }
          },
          {
            "index": 5,
            "valid": true,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 829992106,
                  "load_duration": 133051545,
                  "prompt_eval_count": 2815,
                  "prompt_eval_duration": 568211000,
                  "eval_count": 1,
                  "eval_duration": 1000,
                  "timeToFirstTokenMs": 830.3598610000045
                },
                "validity": {
                  "valid": true,
                  "reasons": []
                }
              }
            ],
            "measurement": {
              "total_duration": 829992106,
              "load_duration": 133051545,
              "prompt_eval_count": 2815,
              "prompt_eval_duration": 568211000,
              "eval_count": 1,
              "eval_duration": 1000,
              "timeToFirstTokenMs": 830.3598610000045
            },
            "validity": {
              "valid": true,
              "reasons": []
            }
          }
        ],
        "failed": false
      },
      "w4": {
        "warmup": {
          "total_duration": 6725363950,
          "load_duration": 122850192,
          "prompt_eval_count": 68,
          "prompt_eval_duration": 13625000,
          "eval_count": 512,
          "eval_duration": 6459840000,
          "timeToFirstTokenMs": 265.89891499999794
        },
        "measuredPasses": [
          {
            "index": 1,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 6657398776,
                  "load_duration": 139408368,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13775000,
                  "eval_count": 512,
                  "eval_duration": 6470589000,
                  "timeToFirstTokenMs": 187.28809999999066
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6633541040,
                  "load_duration": 146889078,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 14018000,
                  "eval_count": 512,
                  "eval_duration": 6470574000,
                  "timeToFirstTokenMs": 163.2559850000107
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6612194567,
                  "load_duration": 124508693,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13903000,
                  "eval_count": 512,
                  "eval_duration": 6472048000,
                  "timeToFirstTokenMs": 140.68157100000826
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 6612194567,
              "load_duration": 124508693,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 13903000,
              "eval_count": 512,
              "eval_duration": 6472048000,
              "timeToFirstTokenMs": 140.68157100000826
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          },
          {
            "index": 2,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 6636348861,
                  "load_duration": 145568714,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13840000,
                  "eval_count": 512,
                  "eval_duration": 6475292000,
                  "timeToFirstTokenMs": 161.39681600000768
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6642256427,
                  "load_duration": 146619683,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 14173000,
                  "eval_count": 512,
                  "eval_duration": 6478356000,
                  "timeToFirstTokenMs": 164.08317100000568
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6624919815,
                  "load_duration": 130852486,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13871000,
                  "eval_count": 512,
                  "eval_duration": 6478349000,
                  "timeToFirstTokenMs": 146.95558600001095
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 6624919815,
              "load_duration": 130852486,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 13871000,
              "eval_count": 512,
              "eval_duration": 6478349000,
              "timeToFirstTokenMs": 146.95558600001095
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          },
          {
            "index": 3,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 6620506938,
                  "load_duration": 126837391,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 14017000,
                  "eval_count": 512,
                  "eval_duration": 6477722000,
                  "timeToFirstTokenMs": 143.0246049999987
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6661327709,
                  "load_duration": 165513423,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13826000,
                  "eval_count": 512,
                  "eval_duration": 6480345000,
                  "timeToFirstTokenMs": 181.3767680000019
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6674195595,
                  "load_duration": 162744472,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 14377000,
                  "eval_count": 512,
                  "eval_duration": 6494089000,
                  "timeToFirstTokenMs": 180.37575400000787
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 6674195595,
              "load_duration": 162744472,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 14377000,
              "eval_count": 512,
              "eval_duration": 6494089000,
              "timeToFirstTokenMs": 180.37575400000787
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          },
          {
            "index": 4,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 6631992474,
                  "load_duration": 138619187,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13868000,
                  "eval_count": 512,
                  "eval_duration": 6476241000,
                  "timeToFirstTokenMs": 156.2662810000038
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6613943191,
                  "load_duration": 132361333,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13886000,
                  "eval_count": 512,
                  "eval_duration": 6465611000,
                  "timeToFirstTokenMs": 148.6708370000124
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6629510380,
                  "load_duration": 128622062,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13860000,
                  "eval_count": 512,
                  "eval_duration": 6484870000,
                  "timeToFirstTokenMs": 144.93437400000403
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 6629510380,
              "load_duration": 128622062,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 13860000,
              "eval_count": 512,
              "eval_duration": 6484870000,
              "timeToFirstTokenMs": 144.93437400000403
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          },
          {
            "index": 5,
            "valid": false,
            "attempts": [
              {
                "measurement": {
                  "total_duration": 6640843321,
                  "load_duration": 139389313,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13629000,
                  "eval_count": 512,
                  "eval_duration": 6486221000,
                  "timeToFirstTokenMs": 154.9927219999954
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6619018080,
                  "load_duration": 141589565,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13875000,
                  "eval_count": 512,
                  "eval_duration": 6461236000,
                  "timeToFirstTokenMs": 158.01779400001396
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              },
              {
                "measurement": {
                  "total_duration": 6641450073,
                  "load_duration": 149161804,
                  "prompt_eval_count": 68,
                  "prompt_eval_duration": 13860000,
                  "eval_count": 512,
                  "eval_duration": 6475615000,
                  "timeToFirstTokenMs": 166.18819400001667
                },
                "validity": {
                  "valid": false,
                  "reasons": [
                    {
                      "code": "prompt-count-out-of-range",
                      "expectedMin": 20,
                      "expectedMax": 64,
                      "actual": 68,
                      "message": "prompt_eval_count must fall between 20 and 64 tokens"
                    }
                  ]
                }
              }
            ],
            "measurement": {
              "total_duration": 6641450073,
              "load_duration": 149161804,
              "prompt_eval_count": 68,
              "prompt_eval_duration": 13860000,
              "eval_count": 512,
              "eval_duration": 6475615000,
              "timeToFirstTokenMs": 166.18819400001667
            },
            "validity": {
              "valid": false,
              "reasons": [
                {
                  "code": "prompt-count-out-of-range",
                  "expectedMin": 20,
                  "expectedMax": 64,
                  "actual": 68,
                  "message": "prompt_eval_count must fall between 20 and 64 tokens"
                }
              ]
            }
          }
        ],
        "failed": true
      }
    }
  },
  "derived": {
    "generationTokensPerSecond": {
      "median": null,
      "coefficientOfVariation": null,
      "samples": 0
    },
    "prefillTokensPerSecond": {
      "median": 4952.071337974031,
      "coefficientOfVariation": 0.005891459148234958,
      "samples": 5
    },
    "timeToFirstTokenMs": {
      "median": null,
      "coefficientOfVariation": null,
      "samples": 0
    },
    "coldLoad": {
      "seconds": 8.395862104,
      "samples": 1
    },
    "passFailureRate": {
      "failedMeasuredPasses": 10,
      "totalMeasuredPasses": 16,
      "percent": 62.5
    },
    "attemptFailureRate": {
      "failedAttempts": 30,
      "totalAttempts": 36,
      "percent": 83.33333333333334
    },
    "roofline": {
      "modelWeightsGB": 8.098538978,
      "memoryBandwidthGBps": 760,
      "theoreticalMaxTokensPerSecond": 93.84408744152122,
      "utilization": null
    },
    "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": 7891006258,
          "vramResidentBytes": 7891006258,
          "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": "qwen2",
            "blockCount": 28,
            "kvHeadCount": 4,
            "attentionHeadCount": 28,
            "embeddingLength": 3584,
            "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": 7891006258,
          "vramResidentBytes": 7891006258,
          "hostResidentBytes": 0,
          "vramResidentFraction": 1,
          "gpuModel": "NVIDIA GeForce RTX 3080"
        }
      },
      {
        "id": "weights-exceed-vram",
        "status": "not-detected",
        "message": "Quantized on-disk model weight size does not exceed total VRAM",
        "evidence": {
          "weightsBytes": 8098538978,
          "totalVramBytes": 10737418240
        }
      }
    ]
  }
}
