{
  "captured_at": "2026-06-01T19:53:16Z",
  "hardware_slug": "rx-7900-xtx",
  "source": "owner",
  "environment": {
    "os": "Windows 10.0.26200",
    "runtime": "ollama 0.24.0",
    "rocm": "7.10",
    "backend": "HIPBLAS",
    "power_draw_w": null
  },
  "prompt": "Write a detailed explanation of how transformer attention works.",
  "prompt_sha256": "5e752b688e0761f321a5721d2fa6b57678bf1de1a1180bb4fc9b7e709bafb6a5",
  "rows": [
    {
      "model_slug": "llama-3.2-3b-instruct",
      "ollama_tag": "llama3.2:3b",
      "quant": "Q4_K_M",
      "context_size": 4096,
      "runs": [
        {"decode_tps": 202.4, "prefill_tps": 1060.71, "ttft_ms": 33.0, "tokens": 968, "wall_clock_s": 10.068},
        {"decode_tps": 201.31, "prefill_tps": 1572.01, "ttft_ms": 22.3, "tokens": 605, "wall_clock_s": 3.412},
        {"decode_tps": 202.8, "prefill_tps": 1758.18, "ttft_ms": 19.9, "tokens": 839, "wall_clock_s": 4.668},
        {"decode_tps": 201.87, "prefill_tps": 1758.78, "ttft_ms": 19.9, "tokens": 970, "wall_clock_s": 5.384}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 201.87, "decode_tps_p5": 201.31, "decode_tps_p95": 202.8,
      "prefill_tps_median": 1758.18, "ttft_ms_median": 19.9, "variance_pct": 0.4, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    },
    {
      "model_slug": "qwen-2.5-7b-instruct",
      "ollama_tag": "qwen2.5:7b",
      "quant": "Q4_K_M", "context_size": 4096,
      "runs": [
        {"decode_tps": 116.04, "prefill_tps": 634.91, "ttft_ms": 61.4, "tokens": 1144, "wall_clock_s": 16.714},
        {"decode_tps": 115.44, "prefill_tps": 1239.02, "ttft_ms": 31.5, "tokens": 912, "wall_clock_s": 8.568},
        {"decode_tps": 115.27, "prefill_tps": 1490.23, "ttft_ms": 26.2, "tokens": 1107, "wall_clock_s": 10.381},
        {"decode_tps": 115.65, "prefill_tps": 1276.68, "ttft_ms": 30.5, "tokens": 1002, "wall_clock_s": 9.408}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 115.44, "decode_tps_p5": 115.27, "decode_tps_p95": 115.65,
      "prefill_tps_median": 1276.68, "ttft_ms_median": 30.5, "variance_pct": 0.2, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    },
    {
      "model_slug": "mistral-7b-instruct",
      "ollama_tag": "mistral:7b",
      "quant": "Q4_K_M", "context_size": 4096,
      "runs": [
        {"decode_tps": 118.79, "prefill_tps": 427.57, "ttft_ms": 35.1, "tokens": 876, "wall_clock_s": 14.696},
        {"decode_tps": 118.72, "prefill_tps": 511.14, "ttft_ms": 29.3, "tokens": 784, "wall_clock_s": 7.12},
        {"decode_tps": 118.38, "prefill_tps": 491.36, "ttft_ms": 30.5, "tokens": 995, "wall_clock_s": 9.008},
        {"decode_tps": 119.28, "prefill_tps": 563.0, "ttft_ms": 26.6, "tokens": 634, "wall_clock_s": 5.759}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 118.72, "decode_tps_p5": 118.38, "decode_tps_p95": 119.28,
      "prefill_tps_median": 511.14, "ttft_ms_median": 29.3, "variance_pct": 0.4, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    },
    {
      "model_slug": "llama-3.1-8b-instruct",
      "ollama_tag": "llama3.1:8b",
      "quant": "Q4_K_M", "context_size": 4096,
      "runs": [
        {"decode_tps": 109.37, "prefill_tps": 464.78, "ttft_ms": 43.0, "tokens": 1106, "wall_clock_s": 18.594},
        {"decode_tps": 109.49, "prefill_tps": 748.36, "ttft_ms": 26.7, "tokens": 1075, "wall_clock_s": 10.496},
        {"decode_tps": 109.25, "prefill_tps": 665.97, "ttft_ms": 30.0, "tokens": 805, "wall_clock_s": 7.9},
        {"decode_tps": 109.3, "prefill_tps": 724.02, "ttft_ms": 27.6, "tokens": 805, "wall_clock_s": 7.894}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 109.3, "decode_tps_p5": 109.25, "decode_tps_p95": 109.49,
      "prefill_tps_median": 724.02, "ttft_ms_median": 27.6, "variance_pct": 0.1, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    },
    {
      "model_slug": "refined-neuro-rn-tr-r2",
      "ollama_tag": "RefinedNeuro/RN_TR_R2:latest",
      "quant": "Q4_K_M", "context_size": 4096,
      "runs": [
        {"decode_tps": 109.2, "prefill_tps": 980.98, "ttft_ms": 89.7, "tokens": 589, "wall_clock_s": 14.201},
        {"decode_tps": 109.27, "prefill_tps": 2898.37, "ttft_ms": 30.4, "tokens": 581, "wall_clock_s": 5.739},
        {"decode_tps": 109.09, "prefill_tps": 3049.57, "ttft_ms": 28.9, "tokens": 581, "wall_clock_s": 5.746},
        {"decode_tps": 108.41, "prefill_tps": 2882.46, "ttft_ms": 30.5, "tokens": 581, "wall_clock_s": 5.784}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 109.09, "decode_tps_p5": 108.41, "decode_tps_p95": 109.27,
      "prefill_tps_median": 2898.37, "ttft_ms_median": 30.4, "variance_pct": 0.4, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    },
    {
      "model_slug": "llama-3.2-11b-vision-instruct",
      "ollama_tag": "llama3.2-vision:11b",
      "quant": "Q4_K_M", "context_size": 4096,
      "runs": [
        {"decode_tps": 97.94, "prefill_tps": 370.77, "ttft_ms": 51.2, "tokens": 815, "wall_clock_s": 17.839},
        {"decode_tps": 98.31, "prefill_tps": 601.05, "ttft_ms": 31.6, "tokens": 700, "wall_clock_s": 7.41},
        {"decode_tps": 97.82, "prefill_tps": 608.29, "ttft_ms": 31.2, "tokens": 802, "wall_clock_s": 8.513},
        {"decode_tps": 97.5, "prefill_tps": 569.56, "ttft_ms": 33.4, "tokens": 804, "wall_clock_s": 8.555}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 97.82, "decode_tps_p5": 97.5, "decode_tps_p95": 98.31,
      "prefill_tps_median": 601.05, "ttft_ms_median": 31.6, "variance_pct": 0.4, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    },
    {
      "model_slug": "deepseek-r1-14b",
      "ollama_tag": "deepseek-r1:14b",
      "quant": "Q4_K_M", "context_size": 4096,
      "runs": [
        {"decode_tps": 66.37, "prefill_tps": 267.71, "ttft_ms": 48.6, "tokens": 961, "wall_clock_s": 26.454},
        {"decode_tps": 65.47, "prefill_tps": 309.39, "ttft_ms": 42.0, "tokens": 1598, "wall_clock_s": 25.978},
        {"decode_tps": 65.85, "prefill_tps": 354.18, "ttft_ms": 36.7, "tokens": 1275, "wall_clock_s": 20.636},
        {"decode_tps": 65.48, "prefill_tps": 355.49, "ttft_ms": 36.6, "tokens": 1450, "wall_clock_s": 23.529}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 65.48, "decode_tps_p5": 65.47, "decode_tps_p95": 65.85,
      "prefill_tps_median": 354.18, "ttft_ms_median": 36.7, "variance_pct": 0.3, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    },
    {
      "model_slug": "gemma-4-9b-it",
      "ollama_tag": "gemma4:latest",
      "quant": "Q4_K_M", "context_size": 4096,
      "runs": [
        {"decode_tps": 118.66, "prefill_tps": 641.55, "ttft_ms": 40.5, "tokens": 1685, "wall_clock_s": 31.162},
        {"decode_tps": 118.74, "prefill_tps": 956.73, "ttft_ms": 27.2, "tokens": 1735, "wall_clock_s": 15.514},
        {"decode_tps": 118.31, "prefill_tps": 920.6, "ttft_ms": 28.2, "tokens": 2281, "wall_clock_s": 20.367},
        {"decode_tps": 118.29, "prefill_tps": 1005.21, "ttft_ms": 25.9, "tokens": 2479, "wall_clock_s": 22.089}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 118.31, "decode_tps_p5": 118.29, "decode_tps_p95": 118.74,
      "prefill_tps_median": 956.73, "ttft_ms_median": 27.2, "variance_pct": 0.2, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    },
    {
      "model_slug": "gemma-4-31b-it",
      "ollama_tag": "gemma4:31b",
      "quant": "Q4_K_M", "context_size": 4096,
      "runs": [
        {"decode_tps": 0, "prefill_tps": 101.64, "ttft_ms": 255.8, "tokens": 2086, "wall_clock_s": 180.609},
        {"decode_tps": 0, "prefill_tps": 258.49, "ttft_ms": 100.6, "tokens": 2119, "wall_clock_s": 167.047},
        {"decode_tps": 0, "prefill_tps": 274.93, "ttft_ms": 94.6, "tokens": 2140, "wall_clock_s": 168.96},
        {"decode_tps": 0, "prefill_tps": 245.19, "ttft_ms": 106.0, "tokens": 2184, "wall_clock_s": 172.317}
      ],
      "warmup_discarded": true,
      "decode_tps_median": 0, "decode_tps_p5": 0, "decode_tps_p95": 0,
      "prefill_tps_median": 258.49, "ttft_ms_median": 100.6, "variance_pct": 0, "reproduced": true,
      "notes": "Windows + ROCm 7.10; partial ROCm support vs Linux"
    }
  ]
}
