PrivacyGuardML / config.json
Francesco Paolo Passaro
Initial PrivacyGuardML checkpoint (16 categories, 39 languages)
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{
"model_name": "PrivacyGuardML",
"model_type": "privacyguardml",
"d_model": 128,
"n_heads": 4,
"n_layers": 2,
"ffn_dim": 512,
"dropout": 0.1,
"n_features": 21,
"n_tags": 33,
"tags": [
"O",
"B-PHONE",
"I-PHONE",
"B-EMAIL",
"I-EMAIL",
"B-CREDITCARD",
"I-CREDITCARD",
"B-IBAN",
"I-IBAN",
"B-NATIONALID",
"I-NATIONALID",
"B-TAXID",
"I-TAXID",
"B-SSN",
"I-SSN",
"B-GPS",
"I-GPS",
"B-VEHICLEPLATE",
"I-VEHICLEPLATE",
"B-BADGEID",
"I-BADGEID",
"B-BUSINESSID",
"I-BUSINESSID",
"B-SECRET",
"I-SECRET",
"B-SOCIALHANDLE",
"I-SOCIALHANDLE",
"B-LEGALCASE",
"I-LEGALCASE",
"B-PNRCODE",
"I-PNRCODE",
"B-MINORDATA",
"I-MINORDATA"
],
"max_seq_len": 96,
"vocab_size": 40000,
"min_confidence": 0.6,
"trained_languages": [
"en",
"it",
"de",
"fr",
"es",
"ru",
"uk",
"hi",
"zh",
"ja",
"af",
"be",
"bg",
"ca",
"cs",
"da",
"el",
"et",
"eu",
"fi",
"ga",
"gl",
"hr",
"hu",
"is",
"la",
"lt",
"lv",
"mk",
"nl",
"no",
"pl",
"pt",
"ro",
"sk",
"sl",
"sq",
"sr",
"sv"
],
"training_examples": 106123,
"eval_examples": 5585
}