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README.md

@@ -0,0 +1,9 @@
+---
+library_name: transformers.js
+base_model:
+- pweidel/pii-bert-redactor
+---
+
+# pii-bert-redactor (ONNX)
+
+This is an ONNX version of [pweidel/pii-bert-redactor](https://huggingface.co/pweidel/pii-bert-redactor). It was automatically converted and uploaded using [this space](https://huggingface.co/spaces/onnx-community/convert-to-onnx).

config.json

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+{
+  "_attn_implementation_autoset": true,
+  "_name_or_path": "pweidel/pii-bert-redactor",
+  "architectures": [
+    "BertForTokenClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "directionality": "bidi",
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "B-ACCOUNTNAME",
+    "1": "B-ACCOUNTNUMBER",
+    "2": "B-AGE",
+    "3": "B-AMOUNT",
+    "4": "B-BIC",
+    "5": "B-BITCOINADDRESS",
+    "6": "B-BUILDINGNUMBER",
+    "7": "B-CITY",
+    "8": "B-COMPANYNAME",
+    "9": "B-COUNTY",
+    "10": "B-CREDITCARDCVV",
+    "11": "B-CREDITCARDISSUER",
+    "12": "B-CREDITCARDNUMBER",
+    "13": "B-CURRENCY",
+    "14": "B-CURRENCYCODE",
+    "15": "B-CURRENCYNAME",
+    "16": "B-CURRENCYSYMBOL",
+    "17": "B-DATE",
+    "18": "B-DOB",
+    "19": "B-EMAIL",
+    "20": "B-ETHEREUMADDRESS",
+    "21": "B-EYECOLOR",
+    "22": "B-FIRSTNAME",
+    "23": "B-GENDER",
+    "24": "B-HEIGHT",
+    "25": "B-IBAN",
+    "26": "B-IP",
+    "27": "B-IPV4",
+    "28": "B-IPV6",
+    "29": "B-JOBAREA",
+    "30": "B-JOBTITLE",
+    "31": "B-JOBTYPE",
+    "32": "B-LASTNAME",
+    "33": "B-LITECOINADDRESS",
+    "34": "B-MAC",
+    "35": "B-MASKEDNUMBER",
+    "36": "B-MIDDLENAME",
+    "37": "B-NEARBYGPSCOORDINATE",
+    "38": "B-ORDINALDIRECTION",
+    "39": "B-PASSWORD",
+    "40": "B-PHONEIMEI",
+    "41": "B-PHONENUMBER",
+    "42": "B-PIN",
+    "43": "B-PREFIX",
+    "44": "B-SECONDARYADDRESS",
+    "45": "B-SEX",
+    "46": "B-SSN",
+    "47": "B-STATE",
+    "48": "B-STREET",
+    "49": "B-TIME",
+    "50": "B-URL",
+    "51": "B-USERAGENT",
+    "52": "B-USERNAME",
+    "53": "B-VEHICLEVIN",
+    "54": "B-VEHICLEVRM",
+    "55": "B-ZIPCODE",
+    "56": "I-ACCOUNTNAME",
+    "57": "I-ACCOUNTNUMBER",
+    "58": "I-AGE",
+    "59": "I-AMOUNT",
+    "60": "I-BIC",
+    "61": "I-BITCOINADDRESS",
+    "62": "I-BUILDINGNUMBER",
+    "63": "I-CITY",
+    "64": "I-COMPANYNAME",
+    "65": "I-COUNTY",
+    "66": "I-CREDITCARDCVV",
+    "67": "I-CREDITCARDISSUER",
+    "68": "I-CREDITCARDNUMBER",
+    "69": "I-CURRENCY",
+    "70": "I-CURRENCYCODE",
+    "71": "I-CURRENCYNAME",
+    "72": "I-CURRENCYSYMBOL",
+    "73": "I-DATE",
+    "74": "I-DOB",
+    "75": "I-EMAIL",
+    "76": "I-ETHEREUMADDRESS",
+    "77": "I-EYECOLOR",
+    "78": "I-FIRSTNAME",
+    "79": "I-GENDER",
+    "80": "I-HEIGHT",
+    "81": "I-IBAN",
+    "82": "I-IP",
+    "83": "I-IPV4",
+    "84": "I-IPV6",
+    "85": "I-JOBAREA",
+    "86": "I-JOBTITLE",
+    "87": "I-JOBTYPE",
+    "88": "I-LASTNAME",
+    "89": "I-LITECOINADDRESS",
+    "90": "I-MAC",
+    "91": "I-MASKEDNUMBER",
+    "92": "I-MIDDLENAME",
+    "93": "I-NEARBYGPSCOORDINATE",
+    "94": "I-ORDINALDIRECTION",
+    "95": "I-PASSWORD",
+    "96": "I-PHONEIMEI",
+    "97": "I-PHONENUMBER",
+    "98": "I-PIN",
+    "99": "I-PREFIX",
+    "100": "I-SECONDARYADDRESS",
+    "101": "I-SEX",
+    "102": "I-SSN",
+    "103": "I-STATE",
+    "104": "I-STREET",
+    "105": "I-TIME",
+    "106": "I-URL",
+    "107": "I-USERAGENT",
+    "108": "I-USERNAME",
+    "109": "I-VEHICLEVIN",
+    "110": "I-VEHICLEVRM",
+    "111": "I-ZIPCODE",
+    "112": "O"
+  },
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+  "intermediate_size": 3072,
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+    "B-COMPANYNAME": 8,
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+    "B-CREDITCARDCVV": 10,
+    "B-CREDITCARDISSUER": 11,
+    "B-CREDITCARDNUMBER": 12,
+    "B-CURRENCY": 13,
+    "B-CURRENCYCODE": 14,
+    "B-CURRENCYNAME": 15,
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+    "B-EMAIL": 19,
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+    "B-ZIPCODE": 55,
+    "I-ACCOUNTNAME": 56,
+    "I-ACCOUNTNUMBER": 57,
+    "I-AGE": 58,
+    "I-AMOUNT": 59,
+    "I-BIC": 60,
+    "I-BITCOINADDRESS": 61,
+    "I-BUILDINGNUMBER": 62,
+    "I-CITY": 63,
+    "I-COMPANYNAME": 64,
+    "I-COUNTY": 65,
+    "I-CREDITCARDCVV": 66,
+    "I-CREDITCARDISSUER": 67,
+    "I-CREDITCARDNUMBER": 68,
+    "I-CURRENCY": 69,
+    "I-CURRENCYCODE": 70,
+    "I-CURRENCYNAME": 71,
+    "I-CURRENCYSYMBOL": 72,
+    "I-DATE": 73,
+    "I-DOB": 74,
+    "I-EMAIL": 75,
+    "I-ETHEREUMADDRESS": 76,
+    "I-EYECOLOR": 77,
+    "I-FIRSTNAME": 78,
+    "I-GENDER": 79,
+    "I-HEIGHT": 80,
+    "I-IBAN": 81,
+    "I-IP": 82,
+    "I-IPV4": 83,
+    "I-IPV6": 84,
+    "I-JOBAREA": 85,
+    "I-JOBTITLE": 86,
+    "I-JOBTYPE": 87,
+    "I-LASTNAME": 88,
+    "I-LITECOINADDRESS": 89,
+    "I-MAC": 90,
+    "I-MASKEDNUMBER": 91,
+    "I-MIDDLENAME": 92,
+    "I-NEARBYGPSCOORDINATE": 93,
+    "I-ORDINALDIRECTION": 94,
+    "I-PASSWORD": 95,
+    "I-PHONEIMEI": 96,
+    "I-PHONENUMBER": 97,
+    "I-PIN": 98,
+    "I-PREFIX": 99,
+    "I-SECONDARYADDRESS": 100,
+    "I-SEX": 101,
+    "I-SSN": 102,
+    "I-STATE": 103,
+    "I-STREET": 104,
+    "I-TIME": 105,
+    "I-URL": 106,
+    "I-USERAGENT": 107,
+    "I-USERNAME": 108,
+    "I-VEHICLEVIN": 109,
+    "I-VEHICLEVRM": 110,
+    "I-ZIPCODE": 111,
+    "O": 112
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "pooler_fc_size": 768,
+  "pooler_num_attention_heads": 12,
+  "pooler_num_fc_layers": 3,
+  "pooler_size_per_head": 128,
+  "pooler_type": "first_token_transform",
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.49.0",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 119547
+}

onnx/model.onnx

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onnx/model_bnb4.onnx

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onnx/model_fp16.onnx

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onnx/model_int8.onnx

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onnx/model_q4.onnx

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onnx/model_q4f16.onnx

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onnx/model_quantized.onnx

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quantize_config.json

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+{
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+}

special_tokens_map.json

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+{
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+    "lstrip": false,
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+}

tokenizer_config.json

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+{
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+  "truncation_strategy": "longest_first",
+  "unk_token": "[UNK]"
+}