v0.2.1: retrained model (context-robust; fixes punctuation-dependent city detection under int8/int4). 85-label head (IMEI now model-supported).
18df68d verified | { | |
| "add_cross_attention": false, | |
| "architectures": [ | |
| "BertForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "bos_token_id": 0, | |
| "classifier_dropout": null, | |
| "dtype": "float32", | |
| "eos_token_id": 2, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.1, | |
| "hidden_size": 384, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-SSN", | |
| "2": "I-SSN", | |
| "3": "E-SSN", | |
| "4": "S-SSN", | |
| "5": "B-CREDIT_CARD", | |
| "6": "I-CREDIT_CARD", | |
| "7": "E-CREDIT_CARD", | |
| "8": "S-CREDIT_CARD", | |
| "9": "B-EMAIL", | |
| "10": "I-EMAIL", | |
| "11": "E-EMAIL", | |
| "12": "S-EMAIL", | |
| "13": "B-URL", | |
| "14": "I-URL", | |
| "15": "E-URL", | |
| "16": "S-URL", | |
| "17": "B-IP_ADDRESS", | |
| "18": "I-IP_ADDRESS", | |
| "19": "E-IP_ADDRESS", | |
| "20": "S-IP_ADDRESS", | |
| "21": "B-GIVEN_NAME", | |
| "22": "I-GIVEN_NAME", | |
| "23": "E-GIVEN_NAME", | |
| "24": "S-GIVEN_NAME", | |
| "25": "B-SURNAME", | |
| "26": "I-SURNAME", | |
| "27": "E-SURNAME", | |
| "28": "S-SURNAME", | |
| "29": "B-PHONE", | |
| "30": "I-PHONE", | |
| "31": "E-PHONE", | |
| "32": "S-PHONE", | |
| "33": "B-TAX_ID", | |
| "34": "I-TAX_ID", | |
| "35": "E-TAX_ID", | |
| "36": "S-TAX_ID", | |
| "37": "B-BANK_ACCOUNT", | |
| "38": "I-BANK_ACCOUNT", | |
| "39": "E-BANK_ACCOUNT", | |
| "40": "S-BANK_ACCOUNT", | |
| "41": "B-ROUTING_NUMBER", | |
| "42": "I-ROUTING_NUMBER", | |
| "43": "E-ROUTING_NUMBER", | |
| "44": "S-ROUTING_NUMBER", | |
| "45": "B-GOVERNMENT_ID", | |
| "46": "I-GOVERNMENT_ID", | |
| "47": "E-GOVERNMENT_ID", | |
| "48": "S-GOVERNMENT_ID", | |
| "49": "B-PASSPORT", | |
| "50": "I-PASSPORT", | |
| "51": "E-PASSPORT", | |
| "52": "S-PASSPORT", | |
| "53": "B-DRIVERS_LICENSE", | |
| "54": "I-DRIVERS_LICENSE", | |
| "55": "E-DRIVERS_LICENSE", | |
| "56": "S-DRIVERS_LICENSE", | |
| "57": "B-BUILDING_NUMBER", | |
| "58": "I-BUILDING_NUMBER", | |
| "59": "E-BUILDING_NUMBER", | |
| "60": "S-BUILDING_NUMBER", | |
| "61": "B-STREET_NAME", | |
| "62": "I-STREET_NAME", | |
| "63": "E-STREET_NAME", | |
| "64": "S-STREET_NAME", | |
| "65": "B-SECONDARY_ADDRESS", | |
| "66": "I-SECONDARY_ADDRESS", | |
| "67": "E-SECONDARY_ADDRESS", | |
| "68": "S-SECONDARY_ADDRESS", | |
| "69": "B-CITY", | |
| "70": "I-CITY", | |
| "71": "E-CITY", | |
| "72": "S-CITY", | |
| "73": "B-STATE", | |
| "74": "I-STATE", | |
| "75": "E-STATE", | |
| "76": "S-STATE", | |
| "77": "B-ZIP_CODE", | |
| "78": "I-ZIP_CODE", | |
| "79": "E-ZIP_CODE", | |
| "80": "S-ZIP_CODE", | |
| "81": "B-IMEI", | |
| "82": "I-IMEI", | |
| "83": "E-IMEI", | |
| "84": "S-IMEI" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 1536, | |
| "is_decoder": false, | |
| "label2id": { | |
| "B-BANK_ACCOUNT": 37, | |
| "B-BUILDING_NUMBER": 57, | |
| "B-CITY": 69, | |
| "B-CREDIT_CARD": 5, | |
| "B-DRIVERS_LICENSE": 53, | |
| "B-EMAIL": 9, | |
| "B-GIVEN_NAME": 21, | |
| "B-GOVERNMENT_ID": 45, | |
| "B-IMEI": 81, | |
| "B-IP_ADDRESS": 17, | |
| "B-PASSPORT": 49, | |
| "B-PHONE": 29, | |
| "B-ROUTING_NUMBER": 41, | |
| "B-SECONDARY_ADDRESS": 65, | |
| "B-SSN": 1, | |
| "B-STATE": 73, | |
| "B-STREET_NAME": 61, | |
| "B-SURNAME": 25, | |
| "B-TAX_ID": 33, | |
| "B-URL": 13, | |
| "B-ZIP_CODE": 77, | |
| "E-BANK_ACCOUNT": 39, | |
| "E-BUILDING_NUMBER": 59, | |
| "E-CITY": 71, | |
| "E-CREDIT_CARD": 7, | |
| "E-DRIVERS_LICENSE": 55, | |
| "E-EMAIL": 11, | |
| "E-GIVEN_NAME": 23, | |
| "E-GOVERNMENT_ID": 47, | |
| "E-IMEI": 83, | |
| "E-IP_ADDRESS": 19, | |
| "E-PASSPORT": 51, | |
| "E-PHONE": 31, | |
| "E-ROUTING_NUMBER": 43, | |
| "E-SECONDARY_ADDRESS": 67, | |
| "E-SSN": 3, | |
| "E-STATE": 75, | |
| "E-STREET_NAME": 63, | |
| "E-SURNAME": 27, | |
| "E-TAX_ID": 35, | |
| "E-URL": 15, | |
| "E-ZIP_CODE": 79, | |
| "I-BANK_ACCOUNT": 38, | |
| "I-BUILDING_NUMBER": 58, | |
| "I-CITY": 70, | |
| "I-CREDIT_CARD": 6, | |
| "I-DRIVERS_LICENSE": 54, | |
| "I-EMAIL": 10, | |
| "I-GIVEN_NAME": 22, | |
| "I-GOVERNMENT_ID": 46, | |
| "I-IMEI": 82, | |
| "I-IP_ADDRESS": 18, | |
| "I-PASSPORT": 50, | |
| "I-PHONE": 30, | |
| "I-ROUTING_NUMBER": 42, | |
| "I-SECONDARY_ADDRESS": 66, | |
| "I-SSN": 2, | |
| "I-STATE": 74, | |
| "I-STREET_NAME": 62, | |
| "I-SURNAME": 26, | |
| "I-TAX_ID": 34, | |
| "I-URL": 14, | |
| "I-ZIP_CODE": 78, | |
| "O": 0, | |
| "S-BANK_ACCOUNT": 40, | |
| "S-BUILDING_NUMBER": 60, | |
| "S-CITY": 72, | |
| "S-CREDIT_CARD": 8, | |
| "S-DRIVERS_LICENSE": 56, | |
| "S-EMAIL": 12, | |
| "S-GIVEN_NAME": 24, | |
| "S-GOVERNMENT_ID": 48, | |
| "S-IMEI": 84, | |
| "S-IP_ADDRESS": 20, | |
| "S-PASSPORT": 52, | |
| "S-PHONE": 32, | |
| "S-ROUTING_NUMBER": 44, | |
| "S-SECONDARY_ADDRESS": 68, | |
| "S-SSN": 4, | |
| "S-STATE": 76, | |
| "S-STREET_NAME": 64, | |
| "S-SURNAME": 28, | |
| "S-TAX_ID": 36, | |
| "S-URL": 16, | |
| "S-ZIP_CODE": 80 | |
| }, | |
| "layer_norm_eps": 1e-12, | |
| "max_position_embeddings": 512, | |
| "model_type": "bert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 6, | |
| "pad_token_id": 1, | |
| "tie_word_embeddings": true, | |
| "tokenizer_class": "XLMRobertaTokenizer", | |
| "transformers_version": "5.12.1", | |
| "type_vocab_size": 2, | |
| "use_cache": false, | |
| "vocab_size": 31475 | |
| } | |