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      "best_worst_corpus_joint_normalized_output_mse": 0.002744420664384961,
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          "sampled_worst_nmse": 0.0026095586363226175,
          "regularizer": 1.957977813357107e-14
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  ],
  "elapsed_seconds": 11.826498827023897,
  "model": "fishaudio/s2-pro@1de9996b6be38b745688de084d87a5633f714e4e",
  "torch": "2.11.0+cu130",
  "compiled_cuda": "13.0",
  "gpu": "NVIDIA GeForce RTX 5080",
  "limitations": [
    "The learned parameters optimize layer-local gate/up reconstruction, not full autoregressive logits.",
    "Validation corpora are scored but never contribute to gradients or checkpoint selection within this run.",
    "Promotion requires teacher-forced sequence metrics and free-running audio on excluded languages and seeds.",
    "The scale fold adds no parameter storage or runtime operation after it is absorbed into the BF16 RMSNorm and NVFP4 weights."
  ]
}