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{ |
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"_name_or_path": "emilyalsentzer/Bio_ClinicalBERT", |
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"architectures": [ |
|
"BertForTokenClassification" |
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], |
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"attention_probs_dropout_prob": 0.1, |
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"finetuning_task": "ner", |
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"gradient_checkpointing": false, |
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"hidden_act": "gelu", |
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"hidden_dropout_prob": 0.1, |
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"hidden_size": 768, |
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"id2label": { |
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"0": "B-AGE", |
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"1": "B-DATE", |
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"2": "B-EMAIL", |
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"3": "B-HOSP", |
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"4": "B-ID", |
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"5": "B-LOC", |
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"6": "B-OTHERPHI", |
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"7": "B-PATIENT", |
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"8": "B-PATORG", |
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"9": "B-PHONE", |
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"10": "B-STAFF", |
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"11": "I-AGE", |
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"12": "I-DATE", |
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"13": "I-EMAIL", |
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"14": "I-HOSP", |
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"15": "I-ID", |
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"16": "I-LOC", |
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"17": "I-OTHERPHI", |
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"18": "I-PATIENT", |
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"19": "I-PATORG", |
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"20": "I-PHONE", |
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"21": "I-STAFF", |
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"22": "L-AGE", |
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"23": "L-DATE", |
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"24": "L-EMAIL", |
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"25": "L-HOSP", |
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"26": "L-ID", |
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"27": "L-LOC", |
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"28": "L-OTHERPHI", |
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"29": "L-PATIENT", |
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"30": "L-PATORG", |
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"31": "L-PHONE", |
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"32": "L-STAFF", |
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"33": "O", |
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"34": "U-AGE", |
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"35": "U-DATE", |
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"36": "U-EMAIL", |
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"37": "U-HOSP", |
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"38": "U-ID", |
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"39": "U-LOC", |
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"40": "U-OTHERPHI", |
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"41": "U-PATIENT", |
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"42": "U-PATORG", |
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"43": "U-PHONE", |
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"44": "U-STAFF" |
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}, |
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"initializer_range": 0.02, |
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"intermediate_size": 3072, |
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"label2id": { |
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"B-AGE": 0, |
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"B-DATE": 1, |
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"B-EMAIL": 2, |
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"B-HOSP": 3, |
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"B-ID": 4, |
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"B-LOC": 5, |
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"B-OTHERPHI": 6, |
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"B-PATIENT": 7, |
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"B-PATORG": 8, |
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"B-PHONE": 9, |
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"B-STAFF": 10, |
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"I-AGE": 11, |
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"I-DATE": 12, |
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"I-EMAIL": 13, |
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"I-HOSP": 14, |
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"I-ID": 15, |
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"I-LOC": 16, |
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"I-OTHERPHI": 17, |
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"I-PATIENT": 18, |
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"I-PATORG": 19, |
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"I-PHONE": 20, |
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"I-STAFF": 21, |
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"L-AGE": 22, |
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"L-DATE": 23, |
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"L-EMAIL": 24, |
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"L-HOSP": 25, |
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"L-ID": 26, |
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"L-LOC": 27, |
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"L-OTHERPHI": 28, |
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"L-PATIENT": 29, |
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"L-PATORG": 30, |
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"L-PHONE": 31, |
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"L-STAFF": 32, |
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"O": 33, |
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"U-AGE": 34, |
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"U-DATE": 35, |
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"U-EMAIL": 36, |
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"U-HOSP": 37, |
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"U-ID": 38, |
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"U-LOC": 39, |
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"U-OTHERPHI": 40, |
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"U-PATIENT": 41, |
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"U-PATORG": 42, |
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"U-PHONE": 43, |
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"U-STAFF": 44 |
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}, |
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"layer_norm_eps": 1e-12, |
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"max_position_embeddings": 512, |
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"model_type": "bert", |
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"num_attention_heads": 12, |
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"num_hidden_layers": 12, |
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"pad_token_id": 0, |
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"position_embedding_type": "absolute", |
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"transformers_version": "4.6.1", |
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"type_vocab_size": 2, |
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"use_cache": true, |
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"vocab_size": 28996 |
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} |
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|