{
  "schemaVersion": "1.0.0",
  "datasetVersion": "2026.08.18.3",
  "generatedAt": "2026-08-19T03:21:00Z",
  "license": "CC-BY-4.0",
  "models": [
    {
      "id": "qwen3.8-27b",
      "name": "Qwen3.8-27B",
      "publisher": "Qwen",
      "repository": "Qwen/Qwen3.8-27B",
      "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
      "parameters": 27781427952,
      "architecture": "Qwen3_5ForConditionalGeneration",
      "layers": 64,
      "fullAttentionLayers": 16,
      "kvHeads": 4,
      "headDimension": 256,
      "nativeContext": 262144,
      "kvBytesPerTokenFp16": 65536,
      "license": "Apache-2.0",
      "evidence": "reported",
      "sourceIds": [
        "qwen38-hf-api",
        "qwen38-config"
      ]
    },
    {
      "id": "qwen3.6-27b",
      "name": "Qwen3.6-27B",
      "publisher": "Qwen",
      "repository": "Qwen/Qwen3.6-27B",
      "revision": "unlocked-latest",
      "parameters": 27000000000,
      "architecture": "Qwen3_5ForConditionalGeneration",
      "layers": 64,
      "fullAttentionLayers": 16,
      "kvHeads": 4,
      "headDimension": 256,
      "nativeContext": 262144,
      "kvBytesPerTokenFp16": 65536,
      "license": "Apache-2.0",
      "evidence": "reported",
      "sourceIds": [
        "qwen36-model-card"
      ]
    },
    {
      "id": "qwen3-8b",
      "name": "Qwen3-8B",
      "publisher": "Qwen",
      "repository": "Qwen/Qwen3-8B",
      "revision": "unlocked-latest",
      "parameters": 8200000000,
      "architecture": "Qwen3ForCausalLM",
      "layers": 36,
      "fullAttentionLayers": 36,
      "kvHeads": 8,
      "headDimension": 128,
      "nativeContext": 32768,
      "kvBytesPerTokenFp16": 73728,
      "license": "Apache-2.0",
      "evidence": "reported",
      "sourceIds": [
        "qwen3-8b-model-card"
      ]
    }
  ],
  "hardware": [
    {
      "id": "rtx-4090-24gb",
      "name": "NVIDIA GeForce RTX 4090",
      "vendor": "NVIDIA",
      "memoryGb": 24,
      "memoryType": "GDDR6X",
      "topology": "discrete",
      "evidence": "reported",
      "sourceIds": [
        "nvidia-rtx4090"
      ]
    },
    {
      "id": "rtx-5090-32gb",
      "name": "NVIDIA GeForce RTX 5090",
      "vendor": "NVIDIA",
      "memoryGb": 32,
      "memoryType": "GDDR7",
      "topology": "discrete",
      "evidence": "reported",
      "sourceIds": [
        "nvidia-rtx5090"
      ]
    },
    {
      "id": "mac-studio-m4-max-64gb",
      "name": "Mac Studio M4 Max · 64GB",
      "vendor": "Apple",
      "memoryGb": 64,
      "memoryType": "Unified memory",
      "topology": "unified",
      "evidence": "reported",
      "sourceIds": [
        "apple-mac-studio"
      ]
    },
    {
      "id": "mac-studio-m3-ultra-512gb",
      "name": "Mac Studio M3 Ultra · 512GB",
      "vendor": "Apple",
      "memoryGb": 512,
      "memoryType": "Unified memory",
      "topology": "unified",
      "evidence": "reported",
      "sourceIds": [
        "apple-mac-studio"
      ]
    }
  ],
  "quantizations": [
    {
      "id": "q4-k-m",
      "name": "Q4_K_M",
      "estimatedBitsPerWeight": 4.8,
      "qualityLabel": "Highest fit efficiency"
    },
    {
      "id": "q5-k-m",
      "name": "Q5_K_M",
      "estimatedBitsPerWeight": 5.7,
      "qualityLabel": "Balanced"
    },
    {
      "id": "q6-k",
      "name": "Q6_K",
      "estimatedBitsPerWeight": 6.6,
      "qualityLabel": "Higher fidelity"
    },
    {
      "id": "q8-0",
      "name": "Q8_0",
      "estimatedBitsPerWeight": 8.5,
      "qualityLabel": "Near-source precision"
    },
    {
      "id": "bf16",
      "name": "BF16",
      "estimatedBitsPerWeight": 16,
      "qualityLabel": "Source precision"
    }
  ],
  "runs": [
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-8192-1787105510",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "8192",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 8192,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "fixed"
      },
      "measurements": {
        "warmupRuns": 1,
        "measuredRuns": 3,
        "peakMemoryBytes": 17418944512,
        "peakMemoryMiB": 16612,
        "loadSeconds": 5.673754267394543,
        "promptTokensPerSecond": 2036.8872931125297,
        "generationTokensPerSecond": 47.72116865203187,
        "timeToFirstTokenSeconds": 0.2587182894349098,
        "outcome": "success",
        "actualPromptTokens": [
          512,
          512,
          512
        ],
        "actualGenerationTokens": [
          128,
          128,
          128
        ],
        "failureDetail": "",
        "statistics": {
          "promptTokensPerSecond": {
            "min": 2021.5420575507756,
            "median": 2036.0281544518232,
            "max": 2053.0916673349907
          },
          "generationTokensPerSecond": {
            "min": 47.69089689678714,
            "median": 47.72821225901011,
            "max": 47.74439680029835
          },
          "timeToFirstTokenSeconds": {
            "min": 0.25660601630806923,
            "median": 0.2586691938340664,
            "max": 0.26087965816259384
          }
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:11:33.743106Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-fixed-8192.json",
        "serverLog": "logs/server-fixed-8192.log",
        "memoryLog": "logs/memory-fixed-8192.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/fixed-8192.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:aa3fb4e5afec81b14d282228a02aab9a09d826a0668045809bb8857680fcc053"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-32768-1787105527",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "32768",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 32768,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "fixed"
      },
      "measurements": {
        "warmupRuns": 1,
        "measuredRuns": 3,
        "peakMemoryBytes": 19054723072,
        "peakMemoryMiB": 18172,
        "loadSeconds": 5.616523429751396,
        "promptTokensPerSecond": 2003.1333730964436,
        "generationTokensPerSecond": 47.73488996752966,
        "timeToFirstTokenSeconds": 0.262914693603913,
        "outcome": "success",
        "actualPromptTokens": [
          512,
          512,
          512
        ],
        "actualGenerationTokens": [
          128,
          128,
          128
        ],
        "failureDetail": "",
        "statistics": {
          "promptTokensPerSecond": {
            "min": 1976.1244032065704,
            "median": 2006.7728583970902,
            "max": 2026.5028576856705
          },
          "generationTokensPerSecond": {
            "min": 47.7147633986437,
            "median": 47.7438583353258,
            "max": 47.746048168619495
          },
          "timeToFirstTokenSeconds": {
            "min": 0.259922631084919,
            "median": 0.2623755671083927,
            "max": 0.2664458826184273
          }
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:11:50.679270Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-fixed-32768.json",
        "serverLog": "logs/server-fixed-32768.log",
        "memoryLog": "logs/memory-fixed-32768.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/fixed-32768.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:3296ccc37e85fb4c06de7c21aed0ea64d9a7921f1a4d03ec952f290477fb13fd"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-65536-1787105544",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "65536",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 65536,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "fixed"
      },
      "measurements": {
        "warmupRuns": 1,
        "measuredRuns": 3,
        "peakMemoryBytes": 21235761152,
        "peakMemoryMiB": 20252,
        "loadSeconds": 5.633943635970354,
        "promptTokensPerSecond": 2008.9435371619509,
        "generationTokensPerSecond": 47.7455286578726,
        "timeToFirstTokenSeconds": 0.26218712081511814,
        "outcome": "success",
        "actualPromptTokens": [
          512,
          512,
          512
        ],
        "actualGenerationTokens": [
          128,
          128,
          128
        ],
        "failureDetail": "",
        "statistics": {
          "promptTokensPerSecond": {
            "min": 1992.4582342617202,
            "median": 2015.9861400952868,
            "max": 2018.3862371288456
          },
          "generationTokensPerSecond": {
            "min": 47.735711047847715,
            "median": 47.748920385630804,
            "max": 47.75195454013927
          },
          "timeToFirstTokenSeconds": {
            "min": 0.2608868181705475,
            "median": 0.2613201439380646,
            "max": 0.2643544003367424
          }
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:12:07.504115Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-fixed-65536.json",
        "serverLog": "logs/server-fixed-65536.log",
        "memoryLog": "logs/memory-fixed-65536.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/fixed-65536.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:04ce8988835134494cbcdb562ec8b33b4b4ff5571599473b46993bf4fd70eb8e"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-98304-1787105569",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "98304",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 98304,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "boundary"
      },
      "measurements": {
        "warmupRuns": 1,
        "measuredRuns": 3,
        "peakMemoryBytes": 23416799232,
        "peakMemoryMiB": 22332,
        "loadSeconds": 6.174851767718792,
        "promptTokensPerSecond": 1943.471959622185,
        "generationTokensPerSecond": 47.590878601181004,
        "timeToFirstTokenSeconds": 0.27111514036854106,
        "outcome": "success",
        "actualPromptTokens": [
          512,
          512,
          512
        ],
        "actualGenerationTokens": [
          128,
          128,
          128
        ],
        "failureDetail": "",
        "statistics": {
          "promptTokensPerSecond": {
            "min": 1883.5232184702995,
            "median": 1968.8672860395004,
            "max": 1978.0253743567555
          },
          "generationTokensPerSecond": {
            "min": 47.46128821894976,
            "median": 47.58570015988046,
            "max": 47.72564742471279
          },
          "timeToFirstTokenSeconds": {
            "min": 0.26637742295861244,
            "median": 0.2673618234694004,
            "max": 0.2796061746776104
          }
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:12:31.911321Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-boundary-98304.json",
        "serverLog": "logs/server-boundary-98304.log",
        "memoryLog": "logs/memory-boundary-98304.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/boundary-98304.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:77dffb7c3fe17acbc3f76dd181aa48449f12b9e41885a2877dc56412093e1b42"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-114688-1787105586",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "114688",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 114688,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "boundary"
      },
      "measurements": {
        "warmupRuns": 1,
        "measuredRuns": 3,
        "peakMemoryBytes": 24507318272,
        "peakMemoryMiB": 23372,
        "loadSeconds": 5.627897329628468,
        "promptTokensPerSecond": 1922.4098020737977,
        "generationTokensPerSecond": 47.651894902489154,
        "timeToFirstTokenSeconds": 0.2758141942322254,
        "outcome": "success",
        "actualPromptTokens": [
          512,
          512,
          512
        ],
        "actualGenerationTokens": [
          128,
          128,
          128
        ],
        "failureDetail": "",
        "statistics": {
          "promptTokensPerSecond": {
            "min": 1746.0398656367759,
            "median": 1969.200473838864,
            "max": 2051.9890667457535
          },
          "generationTokensPerSecond": {
            "min": 47.59943315446691,
            "median": 47.63489019407655,
            "max": 47.72136135892401
          },
          "timeToFirstTokenSeconds": {
            "min": 0.25662970542907715,
            "median": 0.2671837843954563,
            "max": 0.3036290928721428
          }
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:12:49.417423Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-boundary-114688.json",
        "serverLog": "logs/server-boundary-114688.log",
        "memoryLog": "logs/memory-boundary-114688.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/boundary-114688.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:10551f250f4a8dbbfeacf58e3eb9ca2610baa423e82669746c1c1317f6c9876e"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-122880-1787105603",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "122880",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 122880,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "boundary"
      },
      "measurements": {
        "warmupRuns": 1,
        "measuredRuns": 3,
        "peakMemoryBytes": 25052577792,
        "peakMemoryMiB": 23892,
        "loadSeconds": 6.117317266762257,
        "promptTokensPerSecond": 2016.6466630803825,
        "generationTokensPerSecond": 47.69292339535946,
        "timeToFirstTokenSeconds": 0.2612360914548238,
        "outcome": "success",
        "actualPromptTokens": [
          512,
          512,
          512
        ],
        "actualGenerationTokens": [
          128,
          128,
          128
        ],
        "failureDetail": "",
        "statistics": {
          "promptTokensPerSecond": {
            "min": 2000.1171943668573,
            "median": 2011.5981204130062,
            "max": 2038.2246744612835
          },
          "generationTokensPerSecond": {
            "min": 47.67968860282744,
            "median": 47.69161326082205,
            "max": 47.707468322428866
          },
          "timeToFirstTokenSeconds": {
            "min": 0.2585005536675453,
            "median": 0.2620650380849838,
            "max": 0.2631426826119423
          }
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:13:06.290447Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-boundary-122880.json",
        "serverLog": "logs/server-boundary-122880.log",
        "memoryLog": "logs/memory-boundary-122880.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/boundary-122880.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:ef99b15f0269df376739bad22610372dba070dcaedca023b3e651ed17e2ada83"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-124928-1787105628",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "124928",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 124928,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "boundary"
      },
      "measurements": {
        "warmupRuns": 1,
        "measuredRuns": 3,
        "peakMemoryBytes": 25188892672,
        "peakMemoryMiB": 24022,
        "loadSeconds": 6.187585934996605,
        "promptTokensPerSecond": 1975.6633710088265,
        "generationTokensPerSecond": 47.71340208975224,
        "timeToFirstTokenSeconds": 0.266362043718497,
        "outcome": "success",
        "actualPromptTokens": [
          512,
          512,
          512
        ],
        "actualGenerationTokens": [
          128,
          128,
          128
        ],
        "failureDetail": "",
        "statistics": {
          "promptTokensPerSecond": {
            "min": 1965.8283739681322,
            "median": 1973.314011300306,
            "max": 1987.8477277580416
          },
          "generationTokensPerSecond": {
            "min": 47.707450401155796,
            "median": 47.70922467250623,
            "max": 47.7235311955947
          },
          "timeToFirstTokenSeconds": {
            "min": 0.2648635692894459,
            "median": 0.2665485143661499,
            "max": 0.2676740474998951
          }
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:13:31.455226Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-boundary-124928.json",
        "serverLog": "logs/server-boundary-124928.log",
        "memoryLog": "logs/memory-boundary-124928.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/boundary-124928.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:c0be66a96c0138083910e87bc42ecc13e1fe3a1985212158298e5af66515ffeb"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-125952-1787105636",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "125952",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 125952,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "boundary"
      },
      "measurements": {
        "warmupRuns": 1,
        "measuredRuns": 0,
        "peakMemoryBytes": 25230835712,
        "peakMemoryMiB": 24062,
        "loadSeconds": 6.131869122385979,
        "promptTokensPerSecond": 0,
        "generationTokensPerSecond": 0,
        "timeToFirstTokenSeconds": 0,
        "outcome": "oom",
        "actualPromptTokens": [],
        "actualGenerationTokens": [],
        "failureDetail": "URLError(ConnectionRefusedError(111, 'Connection refused'))",
        "statistics": {
          "promptTokensPerSecond": null,
          "generationTokensPerSecond": null,
          "timeToFirstTokenSeconds": null
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:13:48.854566Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-boundary-125952.json",
        "serverLog": "logs/server-boundary-125952.log",
        "memoryLog": "logs/memory-boundary-125952.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/boundary-125952.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:d3f7e6f9d3fee41ec208865c344aec732f88720574a84c00ea0ee7179b07c375"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-126976-1787105611",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "126976",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 126976,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "boundary"
      },
      "measurements": {
        "warmupRuns": 0,
        "measuredRuns": 0,
        "peakMemoryBytes": 25237127168,
        "peakMemoryMiB": 24068,
        "loadSeconds": 6.34332362934947,
        "promptTokensPerSecond": 0,
        "generationTokensPerSecond": 0,
        "timeToFirstTokenSeconds": 0,
        "outcome": "oom",
        "actualPromptTokens": [],
        "actualGenerationTokens": [],
        "failureDetail": "server exited with code -6",
        "statistics": {
          "promptTokensPerSecond": null,
          "generationTokensPerSecond": null,
          "timeToFirstTokenSeconds": null
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:13:23.607547Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-boundary-126976.json",
        "serverLog": "logs/server-boundary-126976.log",
        "memoryLog": "logs/memory-boundary-126976.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/boundary-126976.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:5807e24b5909abcb4486ca6a1e249c7ae955a9ac00ff71f01fc2e33aca91b6d9"
    },
    {
      "schemaVersion": "1.0.0",
      "runId": "qwen38-27b-q4km-rtx4090-f16kv-131072-1787105551",
      "model": {
        "id": "qwen3.8-27b",
        "repository": "Qwen/Qwen3.8-27B",
        "revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0"
      },
      "artifact": {
        "filename": "Qwen3.8-27B-Q4_K_M.gguf",
        "repository": "unsloth/Qwen3.8-27B-GGUF",
        "revision": "f1bfb127c64f7072bdd2cad55f258b9c8b2910fe",
        "sha256": "7e78da5d7e3ae28d178121f58646953305f3e5bd3cb46f4a75584e8b6c6fe169",
        "sizeBytes": 17106775008,
        "quantization": "q4-k-m",
        "contentHashSource": "Hugging Face x-linked-etag and independent local SHA-256"
      },
      "runtime": {
        "name": "llama.cpp",
        "version": "version: 0.1.2-dev (build 1, commit 6d0549831)",
        "commit": "6d05498314db1b57f81c271080018aa2d0b89be9",
        "command": [
          "/kingy-local-lab/llama.cpp/build/bin/llama-server",
          "-m",
          "/kingy-local-lab/models/Qwen3.8-27B-Q4_K_M.gguf",
          "-c",
          "131072",
          "-ngl",
          "999",
          "-ctk",
          "f16",
          "-ctv",
          "f16",
          "-b",
          "512",
          "-ub",
          "512",
          "--parallel",
          "1",
          "--host",
          "127.0.0.1",
          "--port",
          "8080",
          "--metrics",
          "--no-mmap"
        ]
      },
      "environment": {
        "os": "Linux-6.14.0-29-generic-x86_64-with-glibc2.39",
        "hardware": "NVIDIA GeForce RTX 4090",
        "hardwareId": "rtx-4090-24gb",
        "gpuUuid": "GPU-26f05cd8-3563-5afe-e659-1dcadfa30718",
        "driverVersion": "580.65.06",
        "memoryBytes": 134217728000,
        "environmentLog": "logs/environment.txt",
        "cloudProvider": "RunPod Secure Cloud",
        "cloudRegion": "EUR-IS-1",
        "podId": "dto9mj08pd9xy0",
        "allocatedVcpu": 64,
        "cpu": "AMD EPYC 7702 64-Core Processor",
        "hostVisibleCpuCount": 256,
        "hostVisibleMemoryBytes": 540790554624,
        "allocationSource": "RunPod console: 64 vCPU and 125 GB; host-visible values retained separately",
        "gpuMemoryMiB": 24564,
        "cudaDriverCapability": "13.0",
        "cudaToolkit": "12.8.93"
      },
      "configuration": {
        "contextTokens": 131072,
        "kvCacheType": "f16",
        "batchSize": 512,
        "microBatchSize": 512,
        "parallelism": 1,
        "gpuLayersRequested": 999,
        "offload": "all model layers and KV cache on GPU; no CPU layer offload",
        "phase": "fixed"
      },
      "measurements": {
        "warmupRuns": 0,
        "measuredRuns": 0,
        "peakMemoryBytes": 16496197632,
        "peakMemoryMiB": 15732,
        "loadSeconds": 6.129787795245647,
        "promptTokensPerSecond": 0,
        "generationTokensPerSecond": 0,
        "timeToFirstTokenSeconds": 0,
        "outcome": "oom",
        "actualPromptTokens": [],
        "actualGenerationTokens": [],
        "failureDetail": "server exited with code 1",
        "statistics": {
          "promptTokensPerSecond": null,
          "generationTokensPerSecond": null,
          "timeToFirstTokenSeconds": null
        }
      },
      "evaluation": null,
      "timestamp": "2026-08-19T02:12:24.276159Z",
      "evidenceState": "observed",
      "reviewer": "Kingy AI Local Lab evidence review",
      "rawEvidence": {
        "requestLog": "logs/raw-fixed-131072.json",
        "serverLog": "logs/server-fixed-131072.log",
        "memoryLog": "logs/memory-fixed-131072.csv",
        "archiveUrl": "/data/evidence/kingy-qwen38-4090-evidence.tgz",
        "archiveSha256": "028781080144a73a611a6b729edf1af8e8fd4173bd047ec3a3dfc4bab86359b9",
        "receiptUrl": "/data/receipts/fixed-131072.receipt.json"
      },
      "review": {
        "status": "passed",
        "reviewedAt": "2026-08-19T02:20:00Z",
        "checks": [
          "artifact size and SHA-256 match the pinned Hugging Face revision response",
          "single NVIDIA GeForce RTX 4090 with 24,564 MiB reported by nvidia-smi",
          "llama.cpp commit, driver, CUDA, OS, CPU and memory evidence retained",
          "FP16 K/V cache, one slot and -ngl 999; no CPU layer offload fallback",
          "one warm-up and three measured repetitions for every successful context",
          "512 prompt tokens and 128 generated tokens in every measured success",
          "CUDA OOM failures and the 1,024-token boundary bracket retained"
        ],
        "limitations": [
          "RunPod host allocation is not a retail desktop platform and may differ in CPU, thermals and power behavior",
          "llama.cpp ignored the artifact's extra blk.64/MTP tensors; quality was not evaluated",
          "the measured boundary is an allocated-context VRAM-fit boundary; successful requests used 512 prompt tokens and 128 generated tokens, not a near-full-context prompt",
          "the boundary is established for this exact artifact, runtime commit, FP16 KV cache and batch settings only",
          "the upstream base revision is a pinned model record; the GGUF conversion lineage to that exact base commit was not independently established"
        ]
      },
      "receiptHash": "sha256:fe18a36fb0689d1ffa2822fac09ec26d0e09ad2c2e773782d31880caff019e32"
    }
  ],
  "sources": [
    {
      "id": "qwen38-hf-api",
      "publisher": "Hugging Face / Qwen",
      "title": "Qwen/Qwen3.8-27B registry record",
      "url": "https://huggingface.co/api/models/Qwen/Qwen3.8-27B",
      "appliesTo": [
        "repository",
        "revision",
        "parameter count",
        "license",
        "last modified"
      ]
    },
    {
      "id": "qwen38-config",
      "publisher": "Qwen",
      "title": "Qwen3.8-27B immutable config",
      "url": "https://huggingface.co/Qwen/Qwen3.8-27B/blob/1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0/config.json",
      "appliesTo": [
        "architecture",
        "layers",
        "attention layout",
        "KV heads",
        "head dimension",
        "native context"
      ]
    },
    {
      "id": "qwen38-unsloth-q4km",
      "publisher": "Unsloth / Hugging Face",
      "title": "Qwen3.8-27B Q4_K_M GGUF at pinned revision",
      "url": "https://huggingface.co/unsloth/Qwen3.8-27B-GGUF/blob/f1bfb127c64f7072bdd2cad55f258b9c8b2910fe/Qwen3.8-27B-Q4_K_M.gguf",
      "appliesTo": [
        "artifact filename",
        "repository revision",
        "byte size",
        "content hash"
      ]
    },
    {
      "id": "llamacpp-6d054983",
      "publisher": "ggml-org",
      "title": "llama.cpp benchmark runtime commit",
      "url": "https://github.com/ggml-org/llama.cpp/commit/6d05498314db1b57f81c271080018aa2d0b89be9",
      "appliesTo": [
        "runtime source",
        "build revision",
        "command semantics"
      ]
    },
    {
      "id": "qwen36-model-card",
      "publisher": "Qwen",
      "title": "Qwen3.6-27B model card",
      "url": "https://huggingface.co/Qwen/Qwen3.6-27B",
      "appliesTo": [
        "parameter count",
        "architecture",
        "native context"
      ]
    },
    {
      "id": "qwen3-8b-model-card",
      "publisher": "Qwen",
      "title": "Qwen3-8B model card",
      "url": "https://huggingface.co/Qwen/Qwen3-8B",
      "appliesTo": [
        "parameter count",
        "layers",
        "attention heads",
        "native context"
      ]
    },
    {
      "id": "nvidia-rtx4090",
      "publisher": "NVIDIA",
      "title": "GeForce RTX 4090 specifications",
      "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/40-series/rtx-4090/",
      "appliesTo": [
        "memory capacity",
        "memory type",
        "architecture"
      ]
    },
    {
      "id": "nvidia-rtx5090",
      "publisher": "NVIDIA",
      "title": "GeForce RTX 5090 specifications",
      "url": "https://www.nvidia.com/en-us/geforce/graphics-cards/50-series/rtx-5090/",
      "appliesTo": [
        "memory capacity",
        "memory type",
        "architecture"
      ]
    },
    {
      "id": "apple-mac-studio",
      "publisher": "Apple",
      "title": "Mac Studio technical specifications",
      "url": "https://www.apple.com/mac-studio/specs/",
      "appliesTo": [
        "unified memory options",
        "memory bandwidth",
        "chip configurations"
      ]
    }
  ],
  "provenance": {
    "retrievedAt": "2026-08-19T02:20:00Z",
    "license": "CC-BY-4.0",
    "methodology": "/methodology"
  }
}
