v4_combined_ner / config.json
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{
"_name_or_path": "imvladikon/alephbertgimmel-base-512",
"architectures": [
"BertForTokenClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "TREATMENT",
"1": "PROTECTED_HEALTH_INFORMATION_EMAIL",
"2": "PROTECTED_HEALTH_INFORMATION_LOCATION",
"3": "RESPIRATORY_RATE",
"4": "PROTECTED_HEALTH_INFORMATION_MEDICAL_RECORD",
"5": "ALCOHOL_USE",
"6": "SYMPTOM",
"7": "PROTECTED_HEALTH_INFORMATION_NAME",
"8": "0",
"9": "ALCOHOL_DRUGS",
"10": "BLOOD_PRESSURE",
"11": "TOBACCO_USE",
"12": "MEASUREMENT",
"13": "OBSERVATION",
"14": "AFFECTED_BODY_PARTS",
"15": "ANATOMY",
"16": "PROTECTED_HEALTH_INFORMATION_DATE",
"17": "PROTECTED_HEALTH_INFORMATION_PHONE_NUMBER",
"18": "TEMPERATURE",
"19": "DIAGNOSIS",
"20": "PROTECTED_HEALTH_INFORMATION_AGE",
"21": "MEDICAL_CONDITION",
"22": "PULSE",
"23": "TEST",
"24": "MEDICATION",
"25": "AFFECTED_ORGANS"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"0": 8,
"AFFECTED_BODY_PARTS": 14,
"AFFECTED_ORGANS": 25,
"ALCOHOL_DRUGS": 9,
"ALCOHOL_USE": 5,
"ANATOMY": 15,
"BLOOD_PRESSURE": 10,
"DIAGNOSIS": 19,
"MEASUREMENT": 12,
"MEDICAL_CONDITION": 21,
"MEDICATION": 24,
"OBSERVATION": 13,
"PROTECTED_HEALTH_INFORMATION_AGE": 20,
"PROTECTED_HEALTH_INFORMATION_DATE": 16,
"PROTECTED_HEALTH_INFORMATION_EMAIL": 1,
"PROTECTED_HEALTH_INFORMATION_LOCATION": 2,
"PROTECTED_HEALTH_INFORMATION_MEDICAL_RECORD": 4,
"PROTECTED_HEALTH_INFORMATION_NAME": 7,
"PROTECTED_HEALTH_INFORMATION_PHONE_NUMBER": 17,
"PULSE": 22,
"RESPIRATORY_RATE": 3,
"SYMPTOM": 6,
"TEMPERATURE": 18,
"TEST": 23,
"TOBACCO_USE": 11,
"TREATMENT": 0
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"torch_dtype": "float32",
"transformers_version": "4.34.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 128000
}