{
  "id": "run-2026-09-17T13-27-58-678Z-nd-llm-001-qwen2_5_1-coder-7b-instruct-rtx-5080-c1fead83",
  "workloadId": "ND-LLM-001",
  "workloadVersion": "1.0.0",
  "paradigm": "raw_inference",
  "category": "generation",
  "timestamp": "2026-09-17T13:27:59.702Z",
  "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": "108fb295b3130c072e3126b845837ae53cd1638d7960a88a7299c96232d1f552",
  "rawInferenceMetrics": {
    "ttftMs": 66.82,
    "promptTokens": 143,
    "promptProcessingMs": 66.82,
    "promptTokensPerSec": 2140.19,
    "generationTokens": 89,
    "generationMs": 955.73,
    "generationTokensPerSec": 93.12,
    "totalTokens": 232,
    "totalExecutionTimeMs": 1022.54,
    "peakVramBytes": 11347689472,
    "peakRamBytes": null,
    "gpuUtilizationPct": 2
  },
  "workloadMetrics": null,
  "validation": {
    "passed": true,
    "validator": "json_schema",
    "actualOutput": "{\n  \"parameters_b\": 14800000000,\n  \"bytes_per_param\": 2,\n  \"weights_gb\": 29600.0,\n  \"kv_overhead_gb\": 1.25,\n  \"total_vram_gb\": 29711.25,\n  \"fits_16gb_gpu\": false\n}",
    "expectedOutput": {
      "required": [
        "parameters_b",
        "bytes_per_param",
        "weights_gb",
        "kv_overhead_gb",
        "total_vram_gb",
        "fits_16gb_gpu"
      ],
      "expectedValues": {
        "fits_16gb_gpu": false
      }
    },
    "details": "All required JSON keys and values matched."
  },
  "rawEvidenceUrl": "/benchmark-evidence/run-2026-09-17T13-27-58-678Z-nd-llm-001-qwen2_5_1-coder-7b-instruct-rtx-5080-c1fead83/record.json",
  "logsSummary": "Executed ND-LLM-001 on NVIDIA GeForce RTX 5080 via lm_studio."
}