Instructions to use lcs06/nerone with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use lcs06/nerone with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("token-classification", model="lcs06/nerone")# Load model directly from transformers import AutoTokenizer, AutoModelForTokenClassification tokenizer = AutoTokenizer.from_pretrained("lcs06/nerone") model = AutoModelForTokenClassification.from_pretrained("lcs06/nerone") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "CamembertForTokenClassification" | |
| ], | |
| "attention_probs_dropout_prob": 0.1, | |
| "bos_token_id": 5, | |
| "classifier_dropout": 0.3, | |
| "dtype": "float32", | |
| "eos_token_id": 6, | |
| "hidden_act": "gelu", | |
| "hidden_dropout_prob": 0.2, | |
| "hidden_size": 768, | |
| "id2label": { | |
| "0": "O", | |
| "1": "B-ACCOUNT_NUMBER", | |
| "2": "B-ACT_NUMBER", | |
| "3": "B-ADDRESS", | |
| "4": "B-AGE", | |
| "5": "B-ALTITUDE", | |
| "6": "B-ATC_CODE", | |
| "7": "B-ATECO_CODE", | |
| "8": "B-BIC", | |
| "9": "B-BLOOD_TYPE", | |
| "10": "B-CADASTRAL_MAP", | |
| "11": "B-CADASTRAL_PARCEL", | |
| "12": "B-CADASTRAL_SHEET", | |
| "13": "B-CADASTRAL_SUB", | |
| "14": "B-CARD_NUMBER", | |
| "15": "B-CHECK_NUMBER", | |
| "16": "B-CIG_CODE", | |
| "17": "B-COUNTRY", | |
| "18": "B-COURT", | |
| "19": "B-CUP_CODE", | |
| "20": "B-CVV", | |
| "21": "B-DATE", | |
| "22": "B-DATE_RANGE", | |
| "23": "B-DISEASE", | |
| "24": "B-DOSAGE", | |
| "25": "B-DRIVER_LICENSE", | |
| "26": "B-DURATION", | |
| "27": "B-EMAIL", | |
| "28": "B-FISCAL_CODE", | |
| "29": "B-FORM", | |
| "30": "B-FREQUENCY", | |
| "31": "B-GENDER", | |
| "32": "B-IBAN", | |
| "33": "B-ICD_CODE", | |
| "34": "B-IMEI", | |
| "35": "B-IP", | |
| "36": "B-ISBN", | |
| "37": "B-LATITUDE", | |
| "38": "B-LAW", | |
| "39": "B-LICENSE_NUMBER", | |
| "40": "B-LICENSE_PLATE", | |
| "41": "B-LONGITUDE", | |
| "42": "B-MAC", | |
| "43": "B-MARITAL_STATUS", | |
| "44": "B-MEDICAL_RECORD", | |
| "45": "B-MEDICINE", | |
| "46": "B-MONEY_AMOUNT", | |
| "47": "B-MUNICIPALITY", | |
| "48": "B-ORGANIZATION", | |
| "49": "B-OTP_CODE", | |
| "50": "B-PASSPORT", | |
| "51": "B-PERCENTAGE", | |
| "52": "B-PERSON", | |
| "53": "B-PHONE", | |
| "54": "B-PIN", | |
| "55": "B-PROFESSION", | |
| "56": "B-PROPERTY_REGIME", | |
| "57": "B-PROTOCOL_NUMBER", | |
| "58": "B-PROVINCE", | |
| "59": "B-REA_CODE", | |
| "60": "B-REGION", | |
| "61": "B-SDI_CODE", | |
| "62": "B-TAX_TYPE", | |
| "63": "B-TIME", | |
| "64": "B-TIME_RANGE", | |
| "65": "B-URL", | |
| "66": "B-UUID", | |
| "67": "B-VAT_NUMBER", | |
| "68": "B-VIN", | |
| "69": "B-YEAR", | |
| "70": "B-ZIP_CODE", | |
| "71": "I-ADDRESS", | |
| "72": "I-AGE", | |
| "73": "I-BIC", | |
| "74": "I-BLOOD_TYPE", | |
| "75": "I-CADASTRAL_MAP", | |
| "76": "I-CADASTRAL_PARCEL", | |
| "77": "I-CADASTRAL_SHEET", | |
| "78": "I-CADASTRAL_SUB", | |
| "79": "I-CARD_NUMBER", | |
| "80": "I-COUNTRY", | |
| "81": "I-COURT", | |
| "82": "I-DATE", | |
| "83": "I-DATE_RANGE", | |
| "84": "I-DISEASE", | |
| "85": "I-DOSAGE", | |
| "86": "I-DURATION", | |
| "87": "I-EMAIL", | |
| "88": "I-FORM", | |
| "89": "I-FREQUENCY", | |
| "90": "I-IBAN", | |
| "91": "I-LAW", | |
| "92": "I-LICENSE_NUMBER", | |
| "93": "I-LICENSE_PLATE", | |
| "94": "I-MAC", | |
| "95": "I-MEDICAL_RECORD", | |
| "96": "I-MEDICINE", | |
| "97": "I-MONEY_AMOUNT", | |
| "98": "I-MUNICIPALITY", | |
| "99": "I-ORGANIZATION", | |
| "100": "I-PERSON", | |
| "101": "I-PHONE", | |
| "102": "I-PROFESSION", | |
| "103": "I-PROPERTY_REGIME", | |
| "104": "I-PROVINCE", | |
| "105": "I-REA_CODE", | |
| "106": "I-REGION", | |
| "107": "I-TIME", | |
| "108": "I-TIME_RANGE" | |
| }, | |
| "initializer_range": 0.02, | |
| "intermediate_size": 3072, | |
| "label2id": { | |
| "B-ACCOUNT_NUMBER": 1, | |
| "B-ACT_NUMBER": 2, | |
| "B-ADDRESS": 3, | |
| "B-AGE": 4, | |
| "B-ALTITUDE": 5, | |
| "B-ATC_CODE": 6, | |
| "B-ATECO_CODE": 7, | |
| "B-BIC": 8, | |
| "B-BLOOD_TYPE": 9, | |
| "B-CADASTRAL_MAP": 10, | |
| "B-CADASTRAL_PARCEL": 11, | |
| "B-CADASTRAL_SHEET": 12, | |
| "B-CADASTRAL_SUB": 13, | |
| "B-CARD_NUMBER": 14, | |
| "B-CHECK_NUMBER": 15, | |
| "B-CIG_CODE": 16, | |
| "B-COUNTRY": 17, | |
| "B-COURT": 18, | |
| "B-CUP_CODE": 19, | |
| "B-CVV": 20, | |
| "B-DATE": 21, | |
| "B-DATE_RANGE": 22, | |
| "B-DISEASE": 23, | |
| "B-DOSAGE": 24, | |
| "B-DRIVER_LICENSE": 25, | |
| "B-DURATION": 26, | |
| "B-EMAIL": 27, | |
| "B-FISCAL_CODE": 28, | |
| "B-FORM": 29, | |
| "B-FREQUENCY": 30, | |
| "B-GENDER": 31, | |
| "B-IBAN": 32, | |
| "B-ICD_CODE": 33, | |
| "B-IMEI": 34, | |
| "B-IP": 35, | |
| "B-ISBN": 36, | |
| "B-LATITUDE": 37, | |
| "B-LAW": 38, | |
| "B-LICENSE_NUMBER": 39, | |
| "B-LICENSE_PLATE": 40, | |
| "B-LONGITUDE": 41, | |
| "B-MAC": 42, | |
| "B-MARITAL_STATUS": 43, | |
| "B-MEDICAL_RECORD": 44, | |
| "B-MEDICINE": 45, | |
| "B-MONEY_AMOUNT": 46, | |
| "B-MUNICIPALITY": 47, | |
| "B-ORGANIZATION": 48, | |
| "B-OTP_CODE": 49, | |
| "B-PASSPORT": 50, | |
| "B-PERCENTAGE": 51, | |
| "B-PERSON": 52, | |
| "B-PHONE": 53, | |
| "B-PIN": 54, | |
| "B-PROFESSION": 55, | |
| "B-PROPERTY_REGIME": 56, | |
| "B-PROTOCOL_NUMBER": 57, | |
| "B-PROVINCE": 58, | |
| "B-REA_CODE": 59, | |
| "B-REGION": 60, | |
| "B-SDI_CODE": 61, | |
| "B-TAX_TYPE": 62, | |
| "B-TIME": 63, | |
| "B-TIME_RANGE": 64, | |
| "B-URL": 65, | |
| "B-UUID": 66, | |
| "B-VAT_NUMBER": 67, | |
| "B-VIN": 68, | |
| "B-YEAR": 69, | |
| "B-ZIP_CODE": 70, | |
| "I-ADDRESS": 71, | |
| "I-AGE": 72, | |
| "I-BIC": 73, | |
| "I-BLOOD_TYPE": 74, | |
| "I-CADASTRAL_MAP": 75, | |
| "I-CADASTRAL_PARCEL": 76, | |
| "I-CADASTRAL_SHEET": 77, | |
| "I-CADASTRAL_SUB": 78, | |
| "I-CARD_NUMBER": 79, | |
| "I-COUNTRY": 80, | |
| "I-COURT": 81, | |
| "I-DATE": 82, | |
| "I-DATE_RANGE": 83, | |
| "I-DISEASE": 84, | |
| "I-DOSAGE": 85, | |
| "I-DURATION": 86, | |
| "I-EMAIL": 87, | |
| "I-FORM": 88, | |
| "I-FREQUENCY": 89, | |
| "I-IBAN": 90, | |
| "I-LAW": 91, | |
| "I-LICENSE_NUMBER": 92, | |
| "I-LICENSE_PLATE": 93, | |
| "I-MAC": 94, | |
| "I-MEDICAL_RECORD": 95, | |
| "I-MEDICINE": 96, | |
| "I-MONEY_AMOUNT": 97, | |
| "I-MUNICIPALITY": 98, | |
| "I-ORGANIZATION": 99, | |
| "I-PERSON": 100, | |
| "I-PHONE": 101, | |
| "I-PROFESSION": 102, | |
| "I-PROPERTY_REGIME": 103, | |
| "I-PROVINCE": 104, | |
| "I-REA_CODE": 105, | |
| "I-REGION": 106, | |
| "I-TIME": 107, | |
| "I-TIME_RANGE": 108, | |
| "O": 0 | |
| }, | |
| "layer_norm_eps": 1e-05, | |
| "max_position_embeddings": 514, | |
| "model_type": "camembert", | |
| "num_attention_heads": 12, | |
| "num_hidden_layers": 12, | |
| "output_past": true, | |
| "pad_token_id": 1, | |
| "position_embedding_type": "absolute", | |
| "transformers_version": "4.57.6", | |
| "type_vocab_size": 1, | |
| "use_cache": true, | |
| "vocab_size": 40310 | |
| } | |