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NEXORA

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NEXORA
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{
  "fp32": {
    "validation_loss": 3.2081077098846436,
    "batch_latency_seconds": {
      "p50": 0.029111100011505187,
      "p95": 0.03290360001847148,
      "p99": 0.03472879994660616
    },
    "samples": 20
  },
  "dynamic_int8_linear_only": {
    "validation_loss": 3.2121124267578125,
    "batch_latency_seconds": {
      "p50": 0.0270732999779284,
      "p95": 0.03375379997305572,
      "p99": 0.033887999947182834
    },
    "samples": 20
  },
  "max_logit_difference": 0.3234729766845703,
  "argmax_agreement": 0.96484375,
  "limitations": "Tiny model, one validation batch, CPU linear-layer INT8 only. Not INT8 embeddings, BF16/FP8/INT4 deployment, coding/reasoning/context/tool quality validation. Do not infer production speedup."
}