hipaa-phi-detector / config.json
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Model weights and tokenizer
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{
"_name_or_path": "distilroberta-base",
"architectures": [
"RobertaForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"bos_token_id": 0,
"classifier_dropout": null,
"eos_token_id": 2,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "O",
"1": "B-ACCOUNT_NUMBER",
"2": "I-ACCOUNT_NUMBER",
"3": "B-ADDRESS",
"4": "I-ADDRESS",
"5": "B-AGE_OVER_89",
"6": "I-AGE_OVER_89",
"7": "B-DATE",
"8": "I-DATE",
"9": "B-DEVICE_ID",
"10": "I-DEVICE_ID",
"11": "B-EMAIL",
"12": "I-EMAIL",
"13": "B-FAX",
"14": "I-FAX",
"15": "B-HEALTH_PLAN_ID",
"16": "I-HEALTH_PLAN_ID",
"17": "B-IP_ADDRESS",
"18": "I-IP_ADDRESS",
"19": "B-LICENSE_NUMBER",
"20": "I-LICENSE_NUMBER",
"21": "B-MRN",
"22": "I-MRN",
"23": "B-NAME",
"24": "I-NAME",
"25": "B-PHONE",
"26": "I-PHONE",
"27": "B-SSN",
"28": "I-SSN",
"29": "B-URL",
"30": "I-URL",
"31": "B-VEHICLE_ID",
"32": "I-VEHICLE_ID"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"B-ACCOUNT_NUMBER": 1,
"B-ADDRESS": 3,
"B-AGE_OVER_89": 5,
"B-DATE": 7,
"B-DEVICE_ID": 9,
"B-EMAIL": 11,
"B-FAX": 13,
"B-HEALTH_PLAN_ID": 15,
"B-IP_ADDRESS": 17,
"B-LICENSE_NUMBER": 19,
"B-MRN": 21,
"B-NAME": 23,
"B-PHONE": 25,
"B-SSN": 27,
"B-URL": 29,
"B-VEHICLE_ID": 31,
"I-ACCOUNT_NUMBER": 2,
"I-ADDRESS": 4,
"I-AGE_OVER_89": 6,
"I-DATE": 8,
"I-DEVICE_ID": 10,
"I-EMAIL": 12,
"I-FAX": 14,
"I-HEALTH_PLAN_ID": 16,
"I-IP_ADDRESS": 18,
"I-LICENSE_NUMBER": 20,
"I-MRN": 22,
"I-NAME": 24,
"I-PHONE": 26,
"I-SSN": 28,
"I-URL": 30,
"I-VEHICLE_ID": 32,
"O": 0
},
"layer_norm_eps": 1e-05,
"max_position_embeddings": 514,
"model_type": "roberta",
"num_attention_heads": 12,
"num_hidden_layers": 6,
"pad_token_id": 1,
"position_embedding_type": "absolute",
"torch_dtype": "float32",
"transformers_version": "4.46.3",
"type_vocab_size": 1,
"use_cache": true,
"vocab_size": 50265
}