Token Classification
Transformers.js
ONNX
roberta
distil
pii
security
shield
small
cpu
fast
open
open-source
lh-tech
bert
Instructions to use onnx-community/Shield-82M-ONNX with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers.js
How to use onnx-community/Shield-82M-ONNX with Transformers.js:
// npm i @huggingface/transformers import { pipeline } from '@huggingface/transformers'; // Allocate pipeline const pipe = await pipeline('token-classification', 'onnx-community/Shield-82M-ONNX');
File size: 3,090 Bytes
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"architectures": [
"RobertaForTokenClassification"
],
"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": 768,
"id2label": {
"0": "O",
"1": "ACCOUNTNAME",
"2": "ACCOUNTNUMBER",
"3": "AGE",
"4": "AMOUNT",
"5": "BIC",
"6": "BITCOINADDRESS",
"7": "BUILDINGNUMBER",
"8": "CITY",
"9": "COMPANYNAME",
"10": "COUNTY",
"11": "CREDITCARDCVV",
"12": "CREDITCARDISSUER",
"13": "CREDITCARDNUMBER",
"14": "CURRENCY",
"15": "CURRENCYCODE",
"16": "CURRENCYNAME",
"17": "CURRENCYSYMBOL",
"18": "DATE",
"19": "DOB",
"20": "EMAIL",
"21": "ETHEREUMADDRESS",
"22": "EYECOLOR",
"23": "FIRSTNAME",
"24": "GENDER",
"25": "HEIGHT",
"26": "IBAN",
"27": "IP",
"28": "IPV4",
"29": "IPV6",
"30": "JOBAREA",
"31": "JOBTITLE",
"32": "JOBTYPE",
"33": "LASTNAME",
"34": "LITECOINADDRESS",
"35": "MAC",
"36": "MASKEDNUMBER",
"37": "MIDDLENAME",
"38": "NEARBYGPSCOORDINATE",
"39": "ORDINALDIRECTION",
"40": "PASSWORD",
"41": "PHONEIMEI",
"42": "PHONENUMBER",
"43": "PIN",
"44": "PREFIX",
"45": "SECONDARYADDRESS",
"46": "SEX",
"47": "SSN",
"48": "STATE",
"49": "STREET",
"50": "TIME",
"51": "URL",
"52": "USERAGENT",
"53": "USERNAME",
"54": "VEHICLEVIN",
"55": "VEHICLEVRM",
"56": "ZIPCODE"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"ACCOUNTNAME": 1,
"ACCOUNTNUMBER": 2,
"AGE": 3,
"AMOUNT": 4,
"BIC": 5,
"BITCOINADDRESS": 6,
"BUILDINGNUMBER": 7,
"CITY": 8,
"COMPANYNAME": 9,
"COUNTY": 10,
"CREDITCARDCVV": 11,
"CREDITCARDISSUER": 12,
"CREDITCARDNUMBER": 13,
"CURRENCY": 14,
"CURRENCYCODE": 15,
"CURRENCYNAME": 16,
"CURRENCYSYMBOL": 17,
"DATE": 18,
"DOB": 19,
"EMAIL": 20,
"ETHEREUMADDRESS": 21,
"EYECOLOR": 22,
"FIRSTNAME": 23,
"GENDER": 24,
"HEIGHT": 25,
"IBAN": 26,
"IP": 27,
"IPV4": 28,
"IPV6": 29,
"JOBAREA": 30,
"JOBTITLE": 31,
"JOBTYPE": 32,
"LASTNAME": 33,
"LITECOINADDRESS": 34,
"MAC": 35,
"MASKEDNUMBER": 36,
"MIDDLENAME": 37,
"NEARBYGPSCOORDINATE": 38,
"O": 0,
"ORDINALDIRECTION": 39,
"PASSWORD": 40,
"PHONEIMEI": 41,
"PHONENUMBER": 42,
"PIN": 43,
"PREFIX": 44,
"SECONDARYADDRESS": 45,
"SEX": 46,
"SSN": 47,
"STATE": 48,
"STREET": 49,
"TIME": 50,
"URL": 51,
"USERAGENT": 52,
"USERNAME": 53,
"VEHICLEVIN": 54,
"VEHICLEVRM": 55,
"ZIPCODE": 56
},
"layer_norm_eps": 1e-05,
"max_position_embeddings": 514,
"model_type": "roberta",
"num_attention_heads": 12,
"num_hidden_layers": 6,
"pad_token_id": 1,
"position_embedding_type": "absolute",
"transformers_version": "4.57.6",
"type_vocab_size": 1,
"use_cache": false,
"vocab_size": 50265
}
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