| { |
| "transformers_version": "5.5.0", |
| "architectures": [ |
| "BertForTokenClassification" |
| ], |
| "output_hidden_states": false, |
| "return_dict": true, |
| "dtype": "float32", |
| "chunk_size_feed_forward": 0, |
| "is_encoder_decoder": false, |
| "id2label": { |
| "0": "O", |
| "1": "B-account_number", |
| "2": "B-age", |
| "3": "B-api_key", |
| "4": "B-bank_routing_number", |
| "5": "B-biometric_identifier", |
| "6": "B-blood_type", |
| "7": "B-certificate_license_number", |
| "8": "B-city", |
| "9": "B-company_name", |
| "10": "B-coordinate", |
| "11": "B-country", |
| "12": "B-county", |
| "13": "B-credit_debit_card", |
| "14": "B-customer_id", |
| "15": "B-cvv", |
| "16": "B-date", |
| "17": "B-date_of_birth", |
| "18": "B-date_time", |
| "19": "B-device_identifier", |
| "20": "B-education_level", |
| "21": "B-email", |
| "22": "B-employee_id", |
| "23": "B-employment_status", |
| "24": "B-fax_number", |
| "25": "B-first_name", |
| "26": "B-gender", |
| "27": "B-health_plan_beneficiary_number", |
| "28": "B-http_cookie", |
| "29": "B-ipv4", |
| "30": "B-ipv6", |
| "31": "B-language", |
| "32": "B-last_name", |
| "33": "B-license_plate", |
| "34": "B-mac_address", |
| "35": "B-medical_record_number", |
| "36": "B-occupation", |
| "37": "B-password", |
| "38": "B-phone_number", |
| "39": "B-pin", |
| "40": "B-political_view", |
| "41": "B-postcode", |
| "42": "B-race_ethnicity", |
| "43": "B-religious_belief", |
| "44": "B-sexuality", |
| "45": "B-ssn", |
| "46": "B-state", |
| "47": "B-street_address", |
| "48": "B-swift_bic", |
| "49": "B-tax_id", |
| "50": "B-time", |
| "51": "B-unique_id", |
| "52": "B-url", |
| "53": "B-user_name", |
| "54": "B-vehicle_identifier", |
| "55": "I-account_number", |
| "56": "I-api_key", |
| "57": "I-biometric_identifier", |
| "58": "I-blood_type", |
| "59": "I-certificate_license_number", |
| "60": "I-city", |
| "61": "I-company_name", |
| "62": "I-coordinate", |
| "63": "I-country", |
| "64": "I-county", |
| "65": "I-credit_debit_card", |
| "66": "I-customer_id", |
| "67": "I-date", |
| "68": "I-date_of_birth", |
| "69": "I-date_time", |
| "70": "I-device_identifier", |
| "71": "I-education_level", |
| "72": "I-email", |
| "73": "I-employee_id", |
| "74": "I-employment_status", |
| "75": "I-fax_number", |
| "76": "I-first_name", |
| "77": "I-gender", |
| "78": "I-health_plan_beneficiary_number", |
| "79": "I-http_cookie", |
| "80": "I-ipv4", |
| "81": "I-ipv6", |
| "82": "I-language", |
| "83": "I-last_name", |
| "84": "I-license_plate", |
| "85": "I-mac_address", |
| "86": "I-medical_record_number", |
| "87": "I-occupation", |
| "88": "I-password", |
| "89": "I-phone_number", |
| "90": "I-pin", |
| "91": "I-political_view", |
| "92": "I-postcode", |
| "93": "I-race_ethnicity", |
| "94": "I-religious_belief", |
| "95": "I-sexuality", |
| "96": "I-ssn", |
| "97": "I-state", |
| "98": "I-street_address", |
| "99": "I-swift_bic", |
| "100": "I-tax_id", |
| "101": "I-time", |
| "102": "I-unique_id", |
| "103": "I-url", |
| "104": "I-user_name", |
| "105": "I-vehicle_identifier" |
| }, |
| "label2id": { |
| "B-account_number": 1, |
| "B-age": 2, |
| "B-api_key": 3, |
| "B-bank_routing_number": 4, |
| "B-biometric_identifier": 5, |
| "B-blood_type": 6, |
| "B-certificate_license_number": 7, |
| "B-city": 8, |
| "B-company_name": 9, |
| "B-coordinate": 10, |
| "B-country": 11, |
| "B-county": 12, |
| "B-credit_debit_card": 13, |
| "B-customer_id": 14, |
| "B-cvv": 15, |
| "B-date": 16, |
| "B-date_of_birth": 17, |
| "B-date_time": 18, |
| "B-device_identifier": 19, |
| "B-education_level": 20, |
| "B-email": 21, |
| "B-employee_id": 22, |
| "B-employment_status": 23, |
| "B-fax_number": 24, |
| "B-first_name": 25, |
| "B-gender": 26, |
| "B-health_plan_beneficiary_number": 27, |
| "B-http_cookie": 28, |
| "B-ipv4": 29, |
| "B-ipv6": 30, |
| "B-language": 31, |
| "B-last_name": 32, |
| "B-license_plate": 33, |
| "B-mac_address": 34, |
| "B-medical_record_number": 35, |
| "B-occupation": 36, |
| "B-password": 37, |
| "B-phone_number": 38, |
| "B-pin": 39, |
| "B-political_view": 40, |
| "B-postcode": 41, |
| "B-race_ethnicity": 42, |
| "B-religious_belief": 43, |
| "B-sexuality": 44, |
| "B-ssn": 45, |
| "B-state": 46, |
| "B-street_address": 47, |
| "B-swift_bic": 48, |
| "B-tax_id": 49, |
| "B-time": 50, |
| "B-unique_id": 51, |
| "B-url": 52, |
| "B-user_name": 53, |
| "B-vehicle_identifier": 54, |
| "I-account_number": 55, |
| "I-api_key": 56, |
| "I-biometric_identifier": 57, |
| "I-blood_type": 58, |
| "I-certificate_license_number": 59, |
| "I-city": 60, |
| "I-company_name": 61, |
| "I-coordinate": 62, |
| "I-country": 63, |
| "I-county": 64, |
| "I-credit_debit_card": 65, |
| "I-customer_id": 66, |
| "I-date": 67, |
| "I-date_of_birth": 68, |
| "I-date_time": 69, |
| "I-device_identifier": 70, |
| "I-education_level": 71, |
| "I-email": 72, |
| "I-employee_id": 73, |
| "I-employment_status": 74, |
| "I-fax_number": 75, |
| "I-first_name": 76, |
| "I-gender": 77, |
| "I-health_plan_beneficiary_number": 78, |
| "I-http_cookie": 79, |
| "I-ipv4": 80, |
| "I-ipv6": 81, |
| "I-language": 82, |
| "I-last_name": 83, |
| "I-license_plate": 84, |
| "I-mac_address": 85, |
| "I-medical_record_number": 86, |
| "I-occupation": 87, |
| "I-password": 88, |
| "I-phone_number": 89, |
| "I-pin": 90, |
| "I-political_view": 91, |
| "I-postcode": 92, |
| "I-race_ethnicity": 93, |
| "I-religious_belief": 94, |
| "I-sexuality": 95, |
| "I-ssn": 96, |
| "I-state": 97, |
| "I-street_address": 98, |
| "I-swift_bic": 99, |
| "I-tax_id": 100, |
| "I-time": 101, |
| "I-unique_id": 102, |
| "I-url": 103, |
| "I-user_name": 104, |
| "I-vehicle_identifier": 105, |
| "O": 0 |
| }, |
| "problem_type": null, |
| "vocab_size": 28996, |
| "hidden_size": 768, |
| "num_hidden_layers": 12, |
| "num_attention_heads": 12, |
| "intermediate_size": 3072, |
| "hidden_act": "gelu", |
| "hidden_dropout_prob": 0.1, |
| "attention_probs_dropout_prob": 0.1, |
| "max_position_embeddings": 512, |
| "type_vocab_size": 2, |
| "initializer_range": 0.02, |
| "layer_norm_eps": 1e-12, |
| "pad_token_id": 0, |
| "use_cache": true, |
| "classifier_dropout": null, |
| "is_decoder": false, |
| "add_cross_attention": false, |
| "bos_token_id": null, |
| "eos_token_id": null, |
| "tie_word_embeddings": true, |
| "_name_or_path": "OpenMed/OpenMed-PII-BioClinicalBERT-Base-110M-v1", |
| "model_type": "bert", |
| "position_embedding_type": "absolute", |
| "output_attentions": false, |
| "_mlx_position_offset": 0, |
| "_mlx_model_type": "bert", |
| "num_labels": 106, |
| "_mlx_weights_format": "safetensors" |
| } |