{
  "id": "run-2026-09-17T13-28-06-342Z-nd-agent-001-qwen2_5_1-coder-7b-instruct-rtx-5080-61910625",
  "workloadId": "ND-AGENT-001",
  "workloadVersion": "1.0.0",
  "paradigm": "workload",
  "category": "tool_use",
  "timestamp": "2026-09-17T13:28:07.003Z",
  "benchmarkVersion": "1.0.0",
  "evidenceLevel": "neuraldrift_benchmarked",
  "outcome": "PASS",
  "model": {
    "provider": "Qwen",
    "modelId": "qwen2.5.1-coder-7b-instruct",
    "displayName": "qwen2.5.1-coder-7b-instruct",
    "parameterSize": "7B",
    "architecture": "Qwen2",
    "quantization": "GGUF / Q4_K_M",
    "contextLength": 32768
  },
  "runtime": {
    "runtime": "lm_studio",
    "runtimeVersion": "0.3.9",
    "backend": "cuda",
    "backendVersion": "CUDA 13.4",
    "endpoint": "http://127.0.0.1:1234"
  },
  "hardware": {
    "id": "local-rtx-5080",
    "gpuName": "NVIDIA GeForce RTX 5080",
    "gpuArch": "Blackwell",
    "gpuCount": 1,
    "vramBytes": 17094934528,
    "systemRamBytes": 66185273344,
    "cpuModel": "AMD Ryzen 9 9950X3D 16-Core Processor          ",
    "formFactor": "desktop",
    "isCloud": false
  },
  "software": {
    "os": "win32 10.0.26200",
    "driverVersion": "616.92",
    "cudaVersion": "13.4",
    "pythonVersion": "3.11"
  },
  "configFingerprint": "6b3f1ce29db8cc1abf3b4a381de01901eea5b6024f5e1e430dc89f24205a5629",
  "rawInferenceMetrics": null,
  "workloadMetrics": {
    "taskCompletionTimeMs": 660.15,
    "totalExecutionTimeMs": 660.15,
    "totalTokens": 393,
    "toolCallsCount": 1,
    "successfulToolCalls": 1,
    "failedToolCalls": 0,
    "retriesCount": 0,
    "toolCallLatencyMs": 0.01,
    "finalTaskSuccess": true,
    "peakVramBytes": 11346640896,
    "peakRamBytes": null,
    "gpuUtilizationPct": 1
  },
  "validation": {
    "passed": true,
    "validator": "tool_call",
    "actualOutput": "{\"name\":\"compute_memory_bandwidth\",\"arguments\":{\"busWidthBits\":256,\"memorySpeedGbps\":28},\"result\":{\"bandwidthGbps\":896,\"busWidthBits\":256,\"memorySpeedGbps\":28},\"latencyMs\":0.01,\"success\":true}",
    "expectedOutput": {
      "toolName": "compute_memory_bandwidth",
      "arguments": {
        "busWidthBits": 256,
        "memorySpeedGbps": 28
      },
      "expectedComputedResult": 896
    },
    "details": "Successfully verified tool call \"compute_memory_bandwidth\"."
  },
  "rawEvidenceUrl": "/benchmark-evidence/run-2026-09-17T13-28-06-342Z-nd-agent-001-qwen2_5_1-coder-7b-instruct-rtx-5080-61910625/record.json",
  "logsSummary": "Executed ND-AGENT-001 on NVIDIA GeForce RTX 5080 via lm_studio."
}