|
{ |
|
"_name_or_path": "nitzanb/hebrew_medical_base_30062024", |
|
"architectures": [ |
|
"BertForTokenClassification" |
|
], |
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"attention_probs_dropout_prob": 0.1, |
|
"classifier_dropout": null, |
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"gradient_checkpointing": false, |
|
"hidden_act": "gelu", |
|
"hidden_dropout_prob": 0.1, |
|
"hidden_size": 768, |
|
"id2label": { |
|
"0": "MEDICAL_CONDITION_DIAGNOSIS", |
|
"1": "MEDICAL_CONDITION_OBSERVATION", |
|
"2": "MEDICAL_PROCEDURE", |
|
"3": "MEDICAL_TREATMENT", |
|
"4": "MEDICAL_CONDITION_SIGN", |
|
"5": "PHI_PHONE_OR_FAX", |
|
"6": "GENERAL_LIFESTYLE", |
|
"7": "MEDICAL_CONDITION_SYMPTOM", |
|
"8": "PHI_DEMOGRAPHIC", |
|
"9": "PHI_CLINIC", |
|
"10": "PHI_GENDER", |
|
"11": "GENERAL_TIME_EXPRESSION", |
|
"12": "PHI_ADDRESS_LOCATION", |
|
"13": "MEDICAL_EXAMINATION", |
|
"14": "PHI_DATE", |
|
"15": "PHI_URL", |
|
"16": "MEDICAL_RECOMMANDATION", |
|
"17": "PHI_GENERAL", |
|
"18": "MEDICATION_DOSAGE", |
|
"19": "0", |
|
"20": "PHI_AGE", |
|
"21": "MEDICAL_CONDITION_HISTORY", |
|
"22": "MEDICATION_NAME", |
|
"23": "PHI_EMAIL", |
|
"24": "PHI_PROFESSION", |
|
"25": "PHI_NAME", |
|
"26": "GENERAL_AFFECTED_ORGANS", |
|
"27": "PHI_ID" |
|
}, |
|
"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"0": 19, |
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"GENERAL_AFFECTED_ORGANS": 26, |
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"GENERAL_LIFESTYLE": 6, |
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"GENERAL_TIME_EXPRESSION": 11, |
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"MEDICAL_CONDITION_DIAGNOSIS": 0, |
|
"MEDICAL_CONDITION_HISTORY": 21, |
|
"MEDICAL_CONDITION_OBSERVATION": 1, |
|
"MEDICAL_CONDITION_SIGN": 4, |
|
"MEDICAL_CONDITION_SYMPTOM": 7, |
|
"MEDICAL_EXAMINATION": 13, |
|
"MEDICAL_PROCEDURE": 2, |
|
"MEDICAL_RECOMMANDATION": 16, |
|
"MEDICAL_TREATMENT": 3, |
|
"MEDICATION_DOSAGE": 18, |
|
"MEDICATION_NAME": 22, |
|
"PHI_ADDRESS_LOCATION": 12, |
|
"PHI_AGE": 20, |
|
"PHI_CLINIC": 9, |
|
"PHI_DATE": 14, |
|
"PHI_DEMOGRAPHIC": 8, |
|
"PHI_EMAIL": 23, |
|
"PHI_GENDER": 10, |
|
"PHI_GENERAL": 17, |
|
"PHI_ID": 27, |
|
"PHI_NAME": 25, |
|
"PHI_PHONE_OR_FAX": 5, |
|
"PHI_PROFESSION": 24, |
|
"PHI_URL": 15 |
|
}, |
|
"layer_norm_eps": 1e-12, |
|
"max_position_embeddings": 512, |
|
"model_type": "bert", |
|
"num_attention_heads": 12, |
|
"num_hidden_layers": 12, |
|
"pad_token_id": 0, |
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"position_embedding_type": "absolute", |
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"torch_dtype": "float32", |
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"transformers_version": "4.42.3", |
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"type_vocab_size": 2, |
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"use_cache": true, |
|
"vocab_size": 128000 |
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} |
|
|