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{
  "byte": {
    "english": {
      "characters": 77,
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      "tokens": 77,
      "characters_per_token": 1.0,
      "roundtrip": true
    },
    "hindi": {
      "characters": 72,
      "bytes": 188,
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      "characters_per_token": 0.3829787234042553,
      "roundtrip": true
    },
    "hinglish": {
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      "bytes": 70,
      "tokens": 70,
      "characters_per_token": 1.0,
      "roundtrip": true
    },
    "python": {
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      "bytes": 70,
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      "characters_per_token": 1.0,
      "roundtrip": true
    },
    "json": {
      "characters": 61,
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    },
    "math": {
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      "characters_per_token": 0.7894736842105263,
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    "xml_url": {
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      "bytes": 67,
      "tokens": 67,
      "characters_per_token": 0.9850746268656716,
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    }
  },
  "qwen_bpe": {
    "english": {
      "tokens": 13,
      "characters_per_token": 5.923076923076923,
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    },
    "hindi": {
      "tokens": 61,
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    },
    "hinglish": {
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    },
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  "limitation": "Eight public examples, not a representative benchmark or vocabulary-size study"
}