{
  "title": "DeepSeek V4.1 Flash on one AMD Instinct MI350P",
  "revision": "2dd8058eab24484c9e2a54884244d68c825ccd7c",
  "scope": "One MI350P, configured GPU power limit 450 W, not measured consumption. Paiton proprietary runtime with CPU expert offload and host memory. No outside-engine ranking. GPU power excludes host CPUs, memory, PSU and cooling.",
  "sources": [
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  ],
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    "source": "proof/interactive/lmx/inference-matrices/deepseek-ai-DeepSeek-V4.1-Flash-1017/matrix-20261102T130034Z.json",
    "concurrency": [
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      2,
      4,
      8,
      16,
      32,
      64
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      166.9,
      241.4,
      377.9,
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      709.6
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    "unit": "aggregate output tokens/s",
    "method": "LocalMaxxing 0.1.54 / llm-inference-bench 0.7.7; context=0; 30-second sustained-decode cells; selected whole median-c1 run of three. Not fixed-length end-to-end serving throughput.",
    "prefill": {
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        "hardware_summary": {},
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          "token_source": ""
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        "tok_per_sec": 4227,
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  },
  "cache": {
    "unit": "GPU KV tokens",
    "method": "Startup-reported physical cache allocation, not one model context or demonstrated simultaneous maximum-length requests.",
    "rows": [
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        "profile": "interactive",
        "tokens": 4484095,
        "slots": 64,
        "maxTokensPerRequest": 70000,
        "source": "proof/interactive/kv-capacity.txt"
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        "profile": "factory",
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        "maxTokensPerRequest": 12288,
        "source": "proof/factory/kv-capacity.txt"
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  "accuracy": {
    "metric": "teacher-forced top-64 bucket KL, not task accuracy",
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        "longPositions": 1000,
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        "measuredConcurrency": 8,
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      "measured": false,
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