| { | |
| "_name_or_path": "Clinical-AI-Apollo/Medical-NER", | |
| "architectures": [ | |
| "DebertaV2ForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-ACTIVITY", | |
| "2": "I-ACTIVITY", | |
| "3": "I-ADMINISTRATION", | |
| "4": "B-ADMINISTRATION", | |
| "5": "B-AGE", | |
| "6": "I-AGE", | |
| "7": "I-AREA", | |
| "8": "B-AREA", | |
| "9": "B-BIOLOGICAL_ATTRIBUTE", | |
| "10": "I-BIOLOGICAL_ATTRIBUTE", | |
| "11": "I-BIOLOGICAL_STRUCTURE", | |
| "12": "B-BIOLOGICAL_STRUCTURE", | |
| "13": "B-CLINICAL_EVENT", | |
| "14": "I-CLINICAL_EVENT", | |
| "15": "B-COLOR", | |
| "16": "I-COLOR", | |
| "17": "I-COREFERENCE", | |
| "18": "B-COREFERENCE", | |
| "19": "B-DATE", | |
| "20": "I-DATE", | |
| "21": "I-DETAILED_DESCRIPTION", | |
| "22": "B-DETAILED_DESCRIPTION", | |
| "23": "I-DIAGNOSTIC_PROCEDURE", | |
| "24": "B-DIAGNOSTIC_PROCEDURE", | |
| "25": "I-DISEASE_DISORDER", | |
| "26": "B-DISEASE_DISORDER", | |
| "27": "B-DISTANCE", | |
| "28": "I-DISTANCE", | |
| "29": "B-DOSAGE", | |
| "30": "I-DOSAGE", | |
| "31": "I-DURATION", | |
| "32": "B-DURATION", | |
| "33": "I-FAMILY_HISTORY", | |
| "34": "B-FAMILY_HISTORY", | |
| "35": "B-FREQUENCY", | |
| "36": "I-FREQUENCY", | |
| "37": "I-HEIGHT", | |
| "38": "B-HEIGHT", | |
| "39": "B-HISTORY", | |
| "40": "I-HISTORY", | |
| "41": "I-LAB_VALUE", | |
| "42": "B-LAB_VALUE", | |
| "43": "I-MASS", | |
| "44": "B-MASS", | |
| "45": "I-MEDICATION", | |
| "46": "B-MEDICATION", | |
| "47": "I-NONBIOLOGICAL_LOCATION", | |
| "48": "B-NONBIOLOGICAL_LOCATION", | |
| "49": "I-OCCUPATION", | |
| "50": "B-OCCUPATION", | |
| "51": "B-OTHER_ENTITY", | |
| "52": "I-OTHER_ENTITY", | |
| "53": "B-OTHER_EVENT", | |
| "54": "I-OTHER_EVENT", | |
| "55": "I-OUTCOME", | |
| "56": "B-OUTCOME", | |
| "57": "I-PERSONAL_BACKGROUND", | |
| "58": "B-PERSONAL_BACKGROUND", | |
| "59": "B-QUALITATIVE_CONCEPT", | |
| "60": "I-QUALITATIVE_CONCEPT", | |
| "61": "I-QUANTITATIVE_CONCEPT", | |
| "62": "B-QUANTITATIVE_CONCEPT", | |
| "63": "B-SEVERITY", | |
| "64": "I-SEVERITY", | |
| "65": "B-SEX", | |
| "66": "I-SEX", | |
| "67": "B-SHAPE", | |
| "68": "I-SHAPE", | |
| "69": "B-SIGN_SYMPTOM", | |
| "70": "I-SIGN_SYMPTOM", | |
| "71": "B-SUBJECT", | |
| "72": "I-SUBJECT", | |
| "73": "B-TEXTURE", | |
| "74": "I-TEXTURE", | |
| "75": "B-THERAPEUTIC_PROCEDURE", | |
| "76": "I-THERAPEUTIC_PROCEDURE", | |
| "77": "I-TIME", | |
| "78": "B-TIME", | |
| "79": "B-VOLUME", | |
| "80": "I-VOLUME", | |
| "81": "I-WEIGHT", | |
| "82": "B-WEIGHT" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "B-ACTIVITY": 1, | |
| "B-ADMINISTRATION": 4, | |
| "B-AGE": 5, | |
| "B-AREA": 8, | |
| "B-BIOLOGICAL_ATTRIBUTE": 9, | |
| "B-BIOLOGICAL_STRUCTURE": 12, | |
| "B-CLINICAL_EVENT": 13, | |
| "B-COLOR": 15, | |
| "B-COREFERENCE": 18, | |
| "B-DATE": 19, | |
| "B-DETAILED_DESCRIPTION": 22, | |
| "B-DIAGNOSTIC_PROCEDURE": 24, | |
| "B-DISEASE_DISORDER": 26, | |
| "B-DISTANCE": 27, | |
| "B-DOSAGE": 29, | |
| "B-DURATION": 32, | |
| "B-FAMILY_HISTORY": 34, | |
| "B-FREQUENCY": 35, | |
| "B-HEIGHT": 38, | |
| "B-HISTORY": 39, | |
| "B-LAB_VALUE": 42, | |
| "B-MASS": 44, | |
| "B-MEDICATION": 46, | |
| "B-NONBIOLOGICAL_LOCATION": 48, | |
| "B-OCCUPATION": 50, | |
| "B-OTHER_ENTITY": 51, | |
| "B-OTHER_EVENT": 53, | |
| "B-OUTCOME": 56, | |
| "B-PERSONAL_BACKGROUND": 58, | |
| "B-QUALITATIVE_CONCEPT": 59, | |
| "B-QUANTITATIVE_CONCEPT": 62, | |
| "B-SEVERITY": 63, | |
| "B-SEX": 65, | |
| "B-SHAPE": 67, | |
| "B-SIGN_SYMPTOM": 69, | |
| "B-SUBJECT": 71, | |
| "B-TEXTURE": 73, | |
| "B-THERAPEUTIC_PROCEDURE": 75, | |
| "B-TIME": 78, | |
| "B-VOLUME": 79, | |
| "B-WEIGHT": 82, | |
| "I-ACTIVITY": 2, | |
| "I-ADMINISTRATION": 3, | |
| "I-AGE": 6, | |
| "I-AREA": 7, | |
| "I-BIOLOGICAL_ATTRIBUTE": 10, | |
| "I-BIOLOGICAL_STRUCTURE": 11, | |
| "I-CLINICAL_EVENT": 14, | |
| "I-COLOR": 16, | |
| "I-COREFERENCE": 17, | |
| "I-DATE": 20, | |
| "I-DETAILED_DESCRIPTION": 21, | |
| "I-DIAGNOSTIC_PROCEDURE": 23, | |
| "I-DISEASE_DISORDER": 25, | |
| "I-DISTANCE": 28, | |
| "I-DOSAGE": 30, | |
| "I-DURATION": 31, | |
| "I-FAMILY_HISTORY": 33, | |
| "I-FREQUENCY": 36, | |
| "I-HEIGHT": 37, | |
| "I-HISTORY": 40, | |
| "I-LAB_VALUE": 41, | |
| "I-MASS": 43, | |
| "I-MEDICATION": 45, | |
| "I-NONBIOLOGICAL_LOCATION": 47, | |
| "I-OCCUPATION": 49, | |
| "I-OTHER_ENTITY": 52, | |
| "I-OTHER_EVENT": 54, | |
| "I-OUTCOME": 55, | |
| "I-PERSONAL_BACKGROUND": 57, | |
| "I-QUALITATIVE_CONCEPT": 60, | |
| "I-QUANTITATIVE_CONCEPT": 61, | |
| "I-SEVERITY": 64, | |
| "I-SEX": 66, | |
| "I-SHAPE": 68, | |
| "I-SIGN_SYMPTOM": 70, | |
| "I-SUBJECT": 72, | |
| "I-TEXTURE": 74, | |
| "I-THERAPEUTIC_PROCEDURE": 76, | |
| "I-TIME": 77, | |
| "I-VOLUME": 80, | |
| "I-WEIGHT": 81, | |
| "O": 0 | |
| }, | |
| "layer_norm_eps": 1e-07, | |
| "max_position_embeddings": 512, | |
| "max_relative_positions": -1, | |
| "model_type": "deberta-v2", | |
| "norm_rel_ebd": "layer_norm", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "pad_token_id": 0, | |
| "pooler_dropout": 0, | |
| "pooler_hidden_act": "gelu", | |
| "pooler_hidden_size": 768, | |
| "pos_att_type": [ | |
| "p2c", | |
| "c2p" | |
| ], | |
| "position_biased_input": false, | |
| "position_buckets": 256, | |
| "relative_attention": true, | |
| "share_att_key": true, | |
| "torch_dtype": "float32", | |
| "transformers_version": "4.30.0", | |
| "type_vocab_size": 0, | |
| "vocab_size": 128100 | |
| } | |