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symphonym-v8

Feature Extraction
ONNX
Safetensors
symphonym
toponym-matching
cross-script
phonetic-embeddings
geospatial
named-entity
information-retrieval
teacher-student
knowledge-distillation
Model card Files
xet
 Community
symphonym-v8
File size: 3,595 Bytes
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{
  "total_toponyms": 73479069,
  "in_training_namespaces": 62081769,
  "with_ipa": 34210114,
  "with_panphon_embedding": 34210114,
  "panphon_coverage_pct": 55.10492782510756,
  "from_db_cache": 0,
  "from_precomputed": 2267714,
  "from_epitran": 31942400,
  "by_script": {
    "LATIN": 60920805,
    "CYRILLIC": 4234862,
    "ARABIC": 2251220,
    "CJK": 3240684,
    "THAI": 261989,
    "KATAKANA": 358111,
    "HANGUL": 416894,
    "DEVANAGARI": 184963,
    "MYANMAR": 120482,
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    "HEBREW": 162324,
    "GREEK": 245549,
    "BENGALI": 125118,
    "GEORGIAN": 112180,
    "MALAYALAM": 73902,
    "HIRAGANA": 153929,
    "TIFINAGH": 12563,
    "TIBETAN": 17534,
    "ORIYA": 8996,
    "GUJARATI": 21741,
    "MONGOLIAN": 5516,
    "TELUGU": 53434,
    "THAANA": 1858,
    "ETHIOPIC": 10750,
    "TAMIL": 54908,
    "OL_CHIKI": 13001,
    "KHMER": 13897,
    "SINHALA": 15523,
    "LAO": 7567,
    "KANNADA": 45743,
    "SYRIAC": 967,
    "NKO": 1208,
    "CANADIAN_ABORIGINAL": 3667,
    "COPTIC": 942
  },
  "by_script_lang_ipa": {
    "LATIN:en": 8887527,
    "LATIN:nl": 2617247,
    "LATIN:fr": 2430235,
    "LATIN:de": 2290310,
    "LATIN:sv": 1819495,
    "LATIN:es": 1630909,
    "CJK:zh": 1345295,
    "LATIN:id": 1070569,
    "LATIN:tr": 1010536,
    "CYRILLIC:ru": 969983,
    "LATIN:it": 831880,
    "LATIN:pt": 741370,
    "LATIN:pl": 704524,
    "LATIN:cs": 613932,
    "ARABIC:fa": 609405,
    "LATIN:fi": 537458,
    "CYRILLIC:uk": 509090,
    "LATIN:no": 428488,
    "ARABIC:ar": 423519,
    "LATIN:zh": 419774,
    "LATIN:ro": 398698,
    "KATAKANA:ja": 320242,
    "LATIN:vi": 305191,
    "LATIN:da": 299724,
    "LATIN:ms": 296819,
    "CYRILLIC:sr": 266777,
    "LATIN:hu": 250833,
    "CYRILLIC:bg": 242123,
    "HANGUL:ko": 236220,
    "THAI:th": 210566,
    "GREEK:el": 172004,
    "ARMENIAN:hy": 150927,
    "HEBREW:he": 131785,
    "LATIN:sw": 118677,
    "ARABIC:ur": 112650,
    "BENGALI:bn": 92192,
    "GEORGIAN:ka": 88896,
    "LATIN:la": 78318,
    "CYRILLIC:mk": 68026,
    "DEVANAGARI:hi": 65639,
    "MALAYALAM:ml": 55871,
    "CJK:wuu": 49119,
    "TELUGU:te": 48622,
    "TAMIL:ta": 48365,
    "HIRAGANA:ja": 47629,
    "CJK:gan": 37112,
    "CJK:yue": 31705,
    "DEVANAGARI:mr": 24929,
    "KANNADA:kn": 21108,
    "GUJARATI:gu": 20540,
    "LATIN:yue": 13809,
    "DEVANAGARI:ne": 10557,
    "CJK:ko": 2074,
    "LATIN:wuu": 266,
    "LATIN:ko": 99,
    "KATAKANA:zh": 69,
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    "LATIN:he": 42,
    "HANGUL:zh": 18,
    "OTHER:ko": 16,
    "HIRAGANA:yue": 15,
    "HIRAGANA:zh": 14,
    "ARABIC:yue": 14,
    "ARABIC:zh": 13,
    "GREEK:zh": 10,
    "OTHER:he": 9,
    "THAI:zh": 7,
    "CYRILLIC:yue": 7,
    "THAI:yue": 7,
    "TIBETAN:zh": 4,
    "KATAKANA:ko": 4,
    "HEBREW:yue": 4,
    "KATAKANA:yue": 3,
    "CYRILLIC:ko": 3,
    "THAI:wuu": 3,
    "ARABIC:ko": 3,
    "KHMER:ko": 3,
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    "DEVANAGARI:zh": 3,
    "HANGUL:yue": 2,
    "CYRILLIC:wuu": 2,
    "MONGOLIAN:yue": 2,
    "TELUGU:zh": 2,
    "TAMIL:yue": 2,
    "KHMER:zh": 2,
    "ARMENIAN:yue": 2,
    "GREEK:ko": 1,
    "OTHER:yue": 1,
    "GEORGIAN:yue": 1,
    "TAMIL:zh": 1,
    "MONGOLIAN:zh": 1,
    "HEBREW:zh": 1,
    "OTHER:gan": 1,
    "KHMER:yue": 1,
    "SINHALA:yue": 1,
    "BOPOMOFO:zh": 1,
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  },
  "training_namespaces": [
    "gn",
    "wd",
    "tgn"
  ],
  "num_workers": 14,
  "db_engine": "DuckDB",
  "ipa_backends": [
    "epitran",
    "phonikud",
    "charsiu_g2p"
  ]
}