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Mozilla
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tinybert-address-autofill

Text Classification
Transformers.js
ONNX
multilingual
bert
autofill
field-classification
tinybert
browser
Model card Files
xet
 Community
1

v1.1

#1
by rolf-mozilla - opened
base: refs/heads/main
←
from: refs/pr/1
Discussion Files changed
+280
-284
Files changed (11) hide show
  1. config.json +165 -168
  2. onnx/model.onnx +2 -2
  3. onnx/model_bnb4.onnx +2 -2
  4. onnx/model_fp16.onnx +2 -2
  5. onnx/model_int8.onnx +2 -2
  6. onnx/model_q4.onnx +2 -2
  7. onnx/model_q4f16.onnx +2 -2
  8. onnx/model_quantized.onnx +2 -2
  9. onnx/model_uint8.onnx +2 -2
  10. special_tokens_map.json +37 -37
  11. tokenizer_config.json +62 -63
config.json CHANGED
@@ -1,168 +1,165 @@
1
- {
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- "_attn_implementation_autoset": true,
3
- "_name_or_path": "/Users/Rrando/Documents/GitHub/ml-form-autofill/outputs/autofill-tiny-supported-argo-autofillflow-jt4qd",
4
- "architectures": [
5
- "BertForSequenceClassification"
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- ],
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- "attention_probs_dropout_prob": 0.1,
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- "cell": {},
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- "classifier_dropout": null,
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- "dtype": "float32",
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- "emb_size": 312,
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- "hidden_act": "gelu",
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- "hidden_dropout_prob": 0.1,
14
- "hidden_size": 312,
15
- "id2label": {
16
- "1": "other",
17
- "2": "given-name",
18
- "3": "family-name",
19
- "4": "name",
20
- "5": "additional-name",
21
- "6": "phonetic-given-name",
22
- "7": "phonetic-family-name",
23
- "8": "phonetic-name",
24
- "9": "honorific-prefix",
25
- "10": "honorific-suffix",
26
- "11": "nickname",
27
- "12": "street-address",
28
- "13": "address-lookup",
29
- "14": "address-line1",
30
- "15": "address-line2",
31
- "16": "address-line3",
32
- "17": "address-level1",
33
- "18": "address-level2",
34
- "19": "address-level3",
35
- "20": "address-level4",
36
- "21": "street",
37
- "22": "address-streetname",
38
- "23": "address-housenumber",
39
- "24": "address-extra-housesuffix",
40
- "25": "postal-code",
41
- "26": "postal-code-lookup",
42
- "27": "postal-code-and-city",
43
- "28": "postal-code-or-suburb",
44
- "29": "country",
45
- "30": "country-name",
46
- "31": "tel",
47
- "32": "tel-country-code",
48
- "33": "tel-national",
49
- "34": "tel-area-code",
50
- "35": "tel-local",
51
- "36": "tel-local-prefix",
52
- "37": "tel-local-suffix",
53
- "38": "tel-extension",
54
- "39": "organization",
55
- "40": "organization-title",
56
- "41": "bday",
57
- "42": "bday-day",
58
- "43": "bday-month",
59
- "44": "bday-year",
60
- "45": "email",
61
- "46": "apartment",
62
- "47": "floor",
63
- "48": "stair",
64
- "49": "building",
65
- "50": "block",
66
- "51": "address-extra",
67
- "52": "cc-name",
68
- "53": "cc-given-name",
69
- "54": "cc-additional-name",
70
- "55": "cc-family-name",
71
- "56": "cc-number",
72
- "57": "cc-exp",
73
- "58": "cc-exp-month",
74
- "59": "cc-exp-year",
75
- "60": "cc-csc",
76
- "61": "cc-type",
77
- "62": "sex",
78
- "63": "id-number",
79
- "64": "vat-number",
80
- "65": "reference-point",
81
- "66": "loginname"
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- },
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- "initializer_range": 0.02,
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- "intermediate_size": 1200,
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- "label2id": {
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- "additional-name": 5,
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- "address-extra": 51,
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- "address-extra-housesuffix": 24,
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- "address-housenumber": 23,
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- "address-level1": 17,
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- "address-level2": 18,
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- "address-level3": 19,
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- "address-level4": 20,
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- "address-line1": 14,
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- "address-line2": 15,
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- "address-line3": 16,
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- "address-lookup": 13,
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- "address-streetname": 22,
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- "apartment": 46,
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- "bday": 41,
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- "bday-day": 42,
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- "bday-month": 43,
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- "bday-year": 44,
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- "block": 50,
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- "building": 49,
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- "cc-additional-name": 54,
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- "cc-csc": 60,
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- "cc-exp": 57,
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- "cc-exp-month": 58,
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- "cc-exp-year": 59,
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- "cc-family-name": 55,
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- "cc-given-name": 53,
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- "cc-name": 52,
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- "cc-number": 56,
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- "cc-type": 61,
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- "country": 29,
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- "country-name": 30,
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- "email": 45,
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- "family-name": 3,
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- "floor": 47,
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- "given-name": 2,
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- "honorific-prefix": 9,
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- "honorific-suffix": 10,
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- "id-number": 63,
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- "loginname": 66,
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- "name": 4,
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- "nickname": 11,
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- "organization": 39,
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- "organization-title": 40,
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- "other": 1,
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- "phonetic-family-name": 7,
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- "phonetic-given-name": 6,
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- "phonetic-name": 8,
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- "postal-code": 25,
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- "postal-code-and-city": 27,
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- "postal-code-lookup": 26,
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- "postal-code-or-suburb": 28,
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- "reference-point": 65,
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- "sex": 62,
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- "stair": 48,
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- "street": 21,
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- "tel": 31,
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- "tel-area-code": 34,
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- "tel-country-code": 32,
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- "tel-extension": 38,
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- "tel-local": 35,
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- "tel-local-prefix": 36,
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- "tel-local-suffix": 37,
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- "tel-national": 33,
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- "vat-number": 64
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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": 4,
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- "pad_token_id": 0,
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- "position_embedding_type": "absolute",
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- "pre_trained": "",
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- "problem_type": "single_label_classification",
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- "structure": [],
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- "torch_dtype": "float32",
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- "transformers_version": "4.49.0",
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- "type_vocab_size": 2,
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- "use_cache": false,
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- "vocab_size": 30522
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- }
 
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+ "cell": {},
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+ "emb_size": 312,
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+ "hidden_act": "gelu",
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+ "hidden_size": 312,
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+ "id2label": {
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+ "1": "other",
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+ "2": "given-name",
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+ "3": "family-name",
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+ "4": "name",
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+ "5": "additional-name",
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+ "6": "phonetic-given-name",
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+ "7": "phonetic-family-name",
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+ "8": "phonetic-name",
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+ "9": "honorific-prefix",
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+ "10": "honorific-suffix",
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+ "11": "nickname",
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+ "12": "street-address",
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+ "13": "address-lookup",
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+ "14": "address-line1",
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+ "15": "address-line2",
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+ "16": "address-line3",
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+ "17": "address-level1",
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+ "18": "address-level2",
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+ "19": "address-level3",
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+ "20": "address-level4",
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+ "21": "street",
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+ "22": "address-streetname",
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+ "23": "address-housenumber",
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+ "24": "address-extra-housesuffix",
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+ "25": "postal-code",
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+ "26": "postal-code-lookup",
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+ "27": "postal-code-and-city",
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+ "28": "postal-code-or-suburb",
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+ "29": "country",
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+ "46": "apartment",
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+ "47": "floor",
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+ "48": "stair",
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+ "49": "building",
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+ "50": "block",
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+ "51": "address-extra",
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+ "52": "cc-name",
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+ "53": "cc-given-name",
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+ "54": "cc-additional-name",
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+ "55": "cc-family-name",
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+ "56": "cc-number",
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+ "57": "cc-exp",
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+ "59": "cc-exp-year",
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+ "61": "cc-type",
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+ "62": "sex",
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+ "63": "id-number",
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+ "64": "vat-number",
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+ "65": "reference-point",
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+ "66": "loginname"
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "additional-name": 5,
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+ "address-extra-housesuffix": 24,
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- "unk_token": "[UNK]"
63
- }
 
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+ },
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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": true,
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+ "cls_token": "[CLS]",
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+ "do_basic_tokenize": true,
47
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+ "extra_special_tokens": {},
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+ "mask_token": "[MASK]",
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+ "max_length": 512,
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+ "never_split": null,
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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",
61
+ "unk_token": "[UNK]"
62
+ }