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Upload fine-tuned BERT PII detector (ONNX format)

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Files changed (6) hide show
  1. config.json +139 -0
  2. model.onnx +3 -0
  3. special_tokens_map.json +37 -0
  4. tokenizer.json +0 -0
  5. tokenizer_config.json +60 -0
  6. vocab.txt +0 -0
config.json ADDED
@@ -0,0 +1,139 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "architectures": [
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+ "BertForTokenClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "classifier_dropout": null,
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+ "gradient_checkpointing": false,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 768,
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+ "id2label": {
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+ "0": "B-BOD",
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+ "1": "B-BUILDING",
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+ "2": "B-CITY",
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+ "3": "B-COUNTRY",
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+ "4": "B-DATE",
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+ "5": "B-DRIVERLICENSE",
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+ "6": "B-EMAIL",
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+ "7": "B-GEOCOORD",
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+ "8": "B-GIVENNAME1",
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+ "9": "B-GIVENNAME2",
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+ "10": "B-IDCARD",
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+ "11": "B-IP",
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+ "12": "B-LASTNAME1",
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+ "13": "B-LASTNAME2",
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+ "14": "B-LASTNAME3",
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+ "15": "B-PASS",
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+ "16": "B-PASSPORT",
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+ "17": "B-POSTCODE",
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+ "18": "B-SECADDRESS",
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+ "19": "B-SEX",
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+ "20": "B-SOCIALNUMBER",
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+ "21": "B-STATE",
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+ "22": "B-STREET",
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+ "23": "B-TEL",
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+ "24": "B-TIME",
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+ "25": "B-TITLE",
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+ "26": "B-USERNAME",
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+ "27": "I-BOD",
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+ "28": "I-BUILDING",
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+ "29": "I-CITY",
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+ "30": "I-COUNTRY",
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+ "31": "I-DATE",
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+ "32": "I-DRIVERLICENSE",
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+ "33": "I-EMAIL",
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+ "34": "I-GEOCOORD",
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+ "35": "I-GIVENNAME1",
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+ "36": "I-GIVENNAME2",
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+ "37": "I-IDCARD",
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+ "38": "I-IP",
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+ "39": "I-LASTNAME1",
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+ "40": "I-LASTNAME2",
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+ "41": "I-LASTNAME3",
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+ "42": "I-PASS",
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+ "43": "I-PASSPORT",
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+ "44": "I-POSTCODE",
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+ "45": "I-SECADDRESS",
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+ "46": "I-SEX",
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+ "47": "I-SOCIALNUMBER",
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+ "48": "I-STATE",
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+ "49": "I-STREET",
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+ "50": "I-TEL",
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+ "51": "I-TIME",
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+ "52": "I-TITLE",
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+ "53": "I-USERNAME",
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+ "54": "O"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 3072,
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+ "label2id": {
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+ "B-BOD": 0,
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+ "B-BUILDING": 1,
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+ "B-CITY": 2,
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+ "B-COUNTRY": 3,
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+ "B-DATE": 4,
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+ "B-DRIVERLICENSE": 5,
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+ "B-EMAIL": 6,
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+ "B-GEOCOORD": 7,
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+ "B-GIVENNAME1": 8,
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+ "B-GIVENNAME2": 9,
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+ "B-IDCARD": 10,
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+ "B-IP": 11,
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+ "B-LASTNAME1": 12,
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+ "B-LASTNAME2": 13,
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+ "B-LASTNAME3": 14,
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+ "B-PASS": 15,
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+ "B-PASSPORT": 16,
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+ "B-POSTCODE": 17,
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+ "B-SECADDRESS": 18,
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+ "B-SEX": 19,
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+ "B-SOCIALNUMBER": 20,
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+ "B-STATE": 21,
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+ "B-STREET": 22,
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+ "B-TEL": 23,
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+ "B-TIME": 24,
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+ "B-TITLE": 25,
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+ "B-USERNAME": 26,
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+ "I-BOD": 27,
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+ "I-BUILDING": 28,
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+ "I-CITY": 29,
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+ "I-COUNTRY": 30,
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+ "I-DATE": 31,
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+ "I-DRIVERLICENSE": 32,
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+ "I-EMAIL": 33,
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+ "I-GEOCOORD": 34,
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+ "I-GIVENNAME1": 35,
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+ "I-GIVENNAME2": 36,
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+ "I-IDCARD": 37,
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+ "I-IP": 38,
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+ "I-LASTNAME1": 39,
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+ "I-LASTNAME2": 40,
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+ "I-LASTNAME3": 41,
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+ "I-PASS": 42,
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+ "I-PASSPORT": 43,
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+ "I-POSTCODE": 44,
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+ "I-SECADDRESS": 45,
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+ "I-SEX": 46,
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+ "I-SOCIALNUMBER": 47,
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+ "I-STATE": 48,
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+ "I-STREET": 49,
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+ "I-TEL": 50,
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+ "I-TIME": 51,
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+ "I-TITLE": 52,
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+ "I-USERNAME": 53,
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+ "O": 54
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 12,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.53.3",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 30522
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+ }
model.onnx ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:49463c26f0373723c442613cbfc5e87f9f4bf88869ffa9330bc8363448cdb20a
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+ size 435990412
special_tokens_map.json ADDED
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+ {
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+ "cls_token": {
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+ "content": "[CLS]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "mask_token": {
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+ "content": "[MASK]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "pad_token": {
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+ "content": "[PAD]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "sep_token": {
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+ "content": "[SEP]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ },
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+ "unk_token": {
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+ "content": "[UNK]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false
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+ }
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+ }
tokenizer.json ADDED
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tokenizer_config.json ADDED
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+ {
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+ "added_tokens_decoder": {
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+ "0": {
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+ "content": "[PAD]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "100": {
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+ "content": "[UNK]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ },
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+ "101": {
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+ "content": "[CLS]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "special": true
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+ "102": {
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+ "special": true
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+ },
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+ "103": {
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+ "content": "[MASK]",
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+ "lstrip": false,
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+ "normalized": false,
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+ "rstrip": false,
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+ "single_word": false,
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+ "special": true
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+ }
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+ },
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+ "clean_up_tokenization_spaces": false,
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+ "cls_token": "[CLS]",
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+ "do_lower_case": true,
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+ "extra_special_tokens": {},
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+ "mask_token": "[MASK]",
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+ "max_length": 128,
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+ "model_max_length": 512,
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+ "pad_token": "[PAD]",
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+ "sep_token": "[SEP]",
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+ "stride": 0,
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+ "strip_accents": null,
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+ "tokenize_chinese_chars": true,
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+ "tokenizer_class": "BertTokenizer",
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+ "truncation_side": "right",
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+ "truncation_strategy": "longest_first",
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+ "unk_token": "[UNK]"
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+ }
vocab.txt ADDED
The diff for this file is too large to render. See raw diff