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  "parameterHash": "6acdd305194857caf14e89129d96d012a438a2ad95b1e763a385d4442aa50383",
  "protocol": {
    "corpusHash": "d8b60468941c21e3f12bfadf3bb1c9a8ea441350cedfcc1412a18325518475ec",
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  "vocabulary": [
    "[unknown]",
    "[start]",
    "[end]",
    " ",
    "!",
    "(",
    ")",
    ",",
    "-",
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    ":",
    ";",
    "?",
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    "x",
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  ],
  "runtime": "v22.23.1",
  "limits": "Selected whole paragraphs from one public-domain-in-USA English novel. Train chapters 1–8; development 9–12. Public repeated development, not untouched evaluation. Train-only character vocabulary collapses unseen characters to unknown; losses are for mapped tokens including end. One-character context for both learned and count models; not an attention decoder or general-language competence. Local hashes and histories are not authenticated."
}