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{ |
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"_name_or_path": "Dogebooch/Expanding_bio_ner_all", |
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"activation": "gelu", |
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"architectures": [ |
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"DistilBertForTokenClassification" |
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], |
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"attention_dropout": 0.1, |
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"dim": 768, |
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"dropout": 0.1, |
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"hidden_dim": 3072, |
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"id2label": { |
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"0": "o", |
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"1": "b-disease", |
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"2": "i-disease", |
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"3": "b-dna", |
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"4": "i-dna", |
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"5": "b-protein", |
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"6": "i-protein", |
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"7": "b-cell_type", |
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"8": "i-cell_type", |
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"9": "b-cell_line", |
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"10": "i-cell_line", |
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"11": "b-rna", |
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"12": "i-rna", |
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"13": "b-chemical", |
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"14": "i-chemical", |
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"15": "b-gene", |
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"16": "i-gene", |
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"17": "b-activity", |
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"18": "b-administration", |
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"19": "b-age", |
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"20": "b-area", |
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"21": "b-biological_attribute", |
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"22": "b-biological_structure", |
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"23": "b-clinical_event", |
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"24": "b-color", |
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"25": "b-coreference", |
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"26": "b-date", |
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"27": "b-detailed_description", |
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"28": "b-diagnostic_procedure", |
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"29": "b-disease_disorder", |
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"30": "b-distance", |
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"31": "b-dosage", |
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"32": "b-duration", |
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"33": "b-family_history", |
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"34": "b-frequency", |
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"35": "b-height", |
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"36": "b-history", |
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"37": "b-lab_value", |
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"38": "b-mass", |
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"39": "b-medication", |
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"40": "b-nonbiological_location", |
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"41": "b-occupation", |
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"42": "b-other_entity", |
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"43": "b-other_event", |
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"44": "b-outcome", |
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"45": "b-personal_background", |
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"46": "b-qualitative_concept", |
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"47": "b-quantitative_concept", |
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"48": "b-severity", |
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"49": "b-sex", |
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"50": "b-shape", |
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"51": "b-sign_symptom", |
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"52": "b-subject", |
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"53": "b-texture", |
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"54": "b-therapeutic_procedure", |
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"55": "b-time", |
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"56": "b-volume", |
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"57": "b-weight", |
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"58": "i-activity", |
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"59": "i-administration", |
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"60": "i-age", |
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"61": "i-area", |
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"62": "i-biological_attribute", |
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"63": "i-biological_structure", |
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"64": "i-clinical_event", |
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"65": "i-color", |
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"66": "i-coreference", |
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"67": "i-date", |
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"68": "i-detailed_description", |
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"69": "i-diagnostic_procedure", |
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"70": "i-disease_disorder", |
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"71": "i-distance", |
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"72": "i-dosage", |
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"73": "i-duration", |
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"74": "i-family_history", |
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"75": "i-frequency", |
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"76": "i-height", |
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"77": "i-history", |
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"78": "i-lab_value", |
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"79": "i-mass", |
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"80": "i-medication", |
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"81": "i-nonbiological_location", |
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"82": "i-occupation", |
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"83": "i-other_entity", |
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"84": "i-other_event", |
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"85": "i-outcome", |
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"86": "i-personal_background", |
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"87": "i-qualitative_concept", |
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"88": "i-quantitative_concept", |
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"89": "i-severity", |
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"90": "i-shape", |
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"91": "i-sign_symptom", |
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"92": "i-subject", |
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"93": "i-texture", |
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"94": "i-therapeutic_procedure", |
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"95": "i-time", |
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"96": "i-volume", |
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"97": "i-weight" |
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}, |
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"initializer_range": 0.02, |
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"label2id": { |
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"b-administration": 18, |
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"b-age": 19, |
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"b-area": 20, |
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"b-biological_attribute": 21, |
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"b-biological_structure": 22, |
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"b-cell_line": 9, |
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"b-cell_type": 7, |
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"b-chemical": 13, |
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"b-clinical_event": 23, |
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"b-color": 24, |
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"b-coreference": 25, |
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"b-date": 26, |
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"b-detailed_description": 27, |
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"b-diagnostic_procedure": 28, |
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"b-disease": 1, |
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"b-disease_disorder": 29, |
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"b-distance": 30, |
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"b-dna": 3, |
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"b-dosage": 31, |
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"b-duration": 32, |
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"b-family_history": 33, |
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"b-frequency": 34, |
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"b-gene": 15, |
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"b-height": 35, |
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"b-mass": 38, |
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"b-medication": 39, |
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"b-nonbiological_location": 40, |
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"b-occupation": 41, |
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"b-other_entity": 42, |
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"b-other_event": 43, |
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"b-outcome": 44, |
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"b-personal_background": 45, |
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"b-protein": 5, |
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"b-qualitative_concept": 46, |
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"b-quantitative_concept": 47, |
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"b-rna": 11, |
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"b-severity": 48, |
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"b-sex": 49, |
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"b-shape": 50, |
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"b-sign_symptom": 51, |
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"b-subject": 52, |
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"b-volume": 56, |
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"b-weight": 57, |
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"i-activity": 58, |
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"i-area": 61, |
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"i-biological_attribute": 62, |
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"i-cell_line": 10, |
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"i-cell_type": 8, |
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"i-chemical": 14, |
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"i-clinical_event": 64, |
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"i-color": 65, |
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"i-coreference": 66, |
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"i-date": 67, |
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"i-detailed_description": 68, |
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"i-diagnostic_procedure": 69, |
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"i-disease": 2, |
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"i-disease_disorder": 70, |
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"i-distance": 71, |
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"i-dna": 4, |
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"i-dosage": 72, |
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"i-duration": 73, |
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"i-family_history": 74, |
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"i-frequency": 75, |
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"i-gene": 16, |
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"i-height": 76, |
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"i-history": 77, |
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"i-lab_value": 78, |
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"i-mass": 79, |
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"i-medication": 80, |
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"i-nonbiological_location": 81, |
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"i-occupation": 82, |
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"i-other_entity": 83, |
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"i-other_event": 84, |
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"i-outcome": 85, |
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"i-personal_background": 86, |
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"i-protein": 6, |
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"i-qualitative_concept": 87, |
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"i-quantitative_concept": 88, |
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"i-rna": 12, |
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"i-severity": 89, |
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"i-shape": 90, |
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"i-sign_symptom": 91, |
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"i-subject": 92, |
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"i-texture": 93, |
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"i-therapeutic_procedure": 94, |
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"i-time": 95, |
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"i-volume": 96, |
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"i-weight": 97, |
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"o": 0 |
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}, |
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"max_position_embeddings": 512, |
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"model_type": "distilbert", |
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"n_heads": 12, |
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"n_layers": 6, |
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"pad_token_id": 0, |
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"qa_dropout": 0.1, |
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"seq_classif_dropout": 0.2, |
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"sinusoidal_pos_embds": false, |
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"tie_weights_": true, |
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"torch_dtype": "float32", |
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"transformers_version": "4.29.1", |
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"vocab_size": 30522 |
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} |
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|