hebrew_medical_ner_v5 / 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": "OBSERVATION",
"1": "AFFECTED_ORGANS",
"2": "ANATOMY",
"3": "PROTECTED_HEALTH_INFORMATION_EMAIL",
"4": "PROTECTED_HEALTH_INFORMATION_PHONE_NUMBER",
"5": "PROTECTED_HEALTH_INFORMATION_NAME",
"6": "PROTECTED_HEALTH_INFORMATION_AGE",
"7": "AFFECTED_BODY_PARTS",
"8": "TREATMENT",
"9": "PROTECTED_HEALTH_INFORMATION_MEDICAL_RECORD",
"10": "MEDICAL_CONDITION",
"11": "0",
"12": "SYMPTOM",
"13": "PROTECTED_HEALTH_INFORMATION_DATE",
"14": "PROTECTED_HEALTH_INFORMATION_LOCATION",
"15": "DIAGNOSIS"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"0": 11,
"AFFECTED_BODY_PARTS": 7,
"AFFECTED_ORGANS": 1,
"ANATOMY": 2,
"DIAGNOSIS": 15,
"MEDICAL_CONDITION": 10,
"OBSERVATION": 0,
"PROTECTED_HEALTH_INFORMATION_AGE": 6,
"PROTECTED_HEALTH_INFORMATION_DATE": 13,
"PROTECTED_HEALTH_INFORMATION_EMAIL": 3,
"PROTECTED_HEALTH_INFORMATION_LOCATION": 14,
"PROTECTED_HEALTH_INFORMATION_MEDICAL_RECORD": 9,
"PROTECTED_HEALTH_INFORMATION_NAME": 5,
"PROTECTED_HEALTH_INFORMATION_PHONE_NUMBER": 4,
"SYMPTOM": 12,
"TREATMENT": 8
},
"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
}