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Browse files- nemotron/SpanBased-CustomDeBERTa/classification_report.json +338 -0
- nemotron/SpanBased-CustomDeBERTa/config.json +149 -0
- nemotron/SpanBased-CustomDeBERTa/predictions.json +0 -0
- nemotron/SpanBased-CustomDeBERTa/pytorch_model.bin +3 -0
- nemotron/SpanBased-CustomDeBERTa/tokenizer.json +0 -0
- nemotron/SpanBased-CustomDeBERTa/tokenizer_config.json +24 -0
nemotron/SpanBased-CustomDeBERTa/classification_report.json
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| 1 |
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|
| 252 |
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|
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| 258 |
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| 259 |
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| 263 |
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| 264 |
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| 265 |
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| 266 |
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| 267 |
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|
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| 271 |
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| 288 |
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|
| 289 |
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"TIME": {
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|
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|
| 293 |
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|
| 294 |
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|
| 295 |
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|
| 296 |
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"UNIQUE_ID": {
|
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|
| 298 |
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|
| 299 |
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"f1-score": 0.5333,
|
| 300 |
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"support": 11
|
| 301 |
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},
|
| 302 |
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"URL": {
|
| 303 |
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"precision": 1.0,
|
| 304 |
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"recall": 0.7995,
|
| 305 |
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|
| 306 |
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|
| 307 |
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|
| 308 |
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"USER_NAME": {
|
| 309 |
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|
| 310 |
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|
| 311 |
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"f1-score": 0.9588,
|
| 312 |
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|
| 313 |
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|
| 314 |
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"VEHICLE_IDENTIFIER": {
|
| 315 |
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|
| 316 |
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|
| 317 |
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|
| 318 |
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"support": 51
|
| 319 |
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|
| 320 |
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"OVERALL_MICRO": {
|
| 321 |
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|
| 322 |
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|
| 323 |
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"f1-score": 0.8742,
|
| 324 |
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"support": 8323
|
| 325 |
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|
| 326 |
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"OVERALL_MACRO": {
|
| 327 |
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"precision": 0.9153,
|
| 328 |
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
| 332 |
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|
| 333 |
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|
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|
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|
| 336 |
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"support": 8323
|
| 337 |
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}
|
| 338 |
+
}
|
nemotron/SpanBased-CustomDeBERTa/config.json
ADDED
|
@@ -0,0 +1,149 @@
|
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|
| 1 |
+
{
|
| 2 |
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"attention_probs_dropout_prob": 0.1,
|
| 3 |
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"bos_token_id": null,
|
| 4 |
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"eos_token_id": null,
|
| 5 |
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"hidden_act": "gelu",
|
| 6 |
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"hidden_dropout_prob": 0.1,
|
| 7 |
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"hidden_size": 768,
|
| 8 |
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"id2label": {
|
| 9 |
+
"0": "O",
|
| 10 |
+
"1": "ACCOUNT_NUMBER",
|
| 11 |
+
"2": "AGE",
|
| 12 |
+
"3": "API_KEY",
|
| 13 |
+
"4": "BANK_ROUTING_NUMBER",
|
| 14 |
+
"5": "BIOMETRIC_IDENTIFIER",
|
| 15 |
+
"6": "BLOOD_TYPE",
|
| 16 |
+
"7": "CERTIFICATE_LICENSE_NUMBER",
|
| 17 |
+
"8": "CITY",
|
| 18 |
+
"9": "COMPANY_NAME",
|
| 19 |
+
"10": "COORDINATE",
|
| 20 |
+
"11": "COUNTRY",
|
| 21 |
+
"12": "COUNTY",
|
| 22 |
+
"13": "CREDIT_DEBIT_CARD",
|
| 23 |
+
"14": "CUSTOMER_ID",
|
| 24 |
+
"15": "CVV",
|
| 25 |
+
"16": "DATE",
|
| 26 |
+
"17": "DATE_OF_BIRTH",
|
| 27 |
+
"18": "DATE_TIME",
|
| 28 |
+
"19": "DEVICE_IDENTIFIER",
|
| 29 |
+
"20": "EDUCATION_LEVEL",
|
| 30 |
+
"21": "EMAIL",
|
| 31 |
+
"22": "EMPLOYEE_ID",
|
| 32 |
+
"23": "EMPLOYMENT_STATUS",
|
| 33 |
+
"24": "FAX_NUMBER",
|
| 34 |
+
"25": "FIRST_NAME",
|
| 35 |
+
"26": "GENDER",
|
| 36 |
+
"27": "HEALTH_PLAN_BENEFICIARY_NUMBER",
|
| 37 |
+
"28": "HTTP_COOKIE",
|
| 38 |
+
"29": "IPADDRESS",
|
| 39 |
+
"30": "LANGUAGE",
|
| 40 |
+
"31": "LAST_NAME",
|
| 41 |
+
"32": "LICENSE_PLATE",
|
| 42 |
+
"33": "MAC_ADDRESS",
|
| 43 |
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"34": "MEDICAL_RECORD_NUMBER",
|
| 44 |
+
"35": "NATIONAL_ID",
|
| 45 |
+
"36": "OCCUPATION",
|
| 46 |
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"37": "PASSWORD",
|
| 47 |
+
"38": "PHONE_NUMBER",
|
| 48 |
+
"39": "PIN",
|
| 49 |
+
"40": "POLITICAL_VIEW",
|
| 50 |
+
"41": "POSTCODE",
|
| 51 |
+
"42": "RACE_ETHNICITY",
|
| 52 |
+
"43": "RELIGIOUS_BELIEF",
|
| 53 |
+
"44": "SEXUALITY",
|
| 54 |
+
"45": "SSN",
|
| 55 |
+
"46": "STATE",
|
| 56 |
+
"47": "STREET_ADDRESS",
|
| 57 |
+
"48": "SWIFT_BIC",
|
| 58 |
+
"49": "TAX_ID",
|
| 59 |
+
"50": "TIME",
|
| 60 |
+
"51": "UNIQUE_ID",
|
| 61 |
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"52": "URL",
|
| 62 |
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"53": "USER_NAME",
|
| 63 |
+
"54": "VEHICLE_IDENTIFIER"
|
| 64 |
+
},
|
| 65 |
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"initializer_range": 0.02,
|
| 66 |
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"intermediate_size": 3072,
|
| 67 |
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"label2id": {
|
| 68 |
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"ACCOUNT_NUMBER": 1,
|
| 69 |
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"AGE": 2,
|
| 70 |
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"API_KEY": 3,
|
| 71 |
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"BANK_ROUTING_NUMBER": 4,
|
| 72 |
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"BIOMETRIC_IDENTIFIER": 5,
|
| 73 |
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"BLOOD_TYPE": 6,
|
| 74 |
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"CERTIFICATE_LICENSE_NUMBER": 7,
|
| 75 |
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"CITY": 8,
|
| 76 |
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"COMPANY_NAME": 9,
|
| 77 |
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"COORDINATE": 10,
|
| 78 |
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"COUNTRY": 11,
|
| 79 |
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"COUNTY": 12,
|
| 80 |
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"CREDIT_DEBIT_CARD": 13,
|
| 81 |
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"CUSTOMER_ID": 14,
|
| 82 |
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"CVV": 15,
|
| 83 |
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"DATE": 16,
|
| 84 |
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"DATE_OF_BIRTH": 17,
|
| 85 |
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"DATE_TIME": 18,
|
| 86 |
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"DEVICE_IDENTIFIER": 19,
|
| 87 |
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"EDUCATION_LEVEL": 20,
|
| 88 |
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"EMAIL": 21,
|
| 89 |
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|
| 90 |
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|
| 91 |
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|
| 92 |
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|
| 93 |
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"GENDER": 26,
|
| 94 |
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"HEALTH_PLAN_BENEFICIARY_NUMBER": 27,
|
| 95 |
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"HTTP_COOKIE": 28,
|
| 96 |
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"IPADDRESS": 29,
|
| 97 |
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"LANGUAGE": 30,
|
| 98 |
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"LAST_NAME": 31,
|
| 99 |
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"LICENSE_PLATE": 32,
|
| 100 |
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"MAC_ADDRESS": 33,
|
| 101 |
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"MEDICAL_RECORD_NUMBER": 34,
|
| 102 |
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"NATIONAL_ID": 35,
|
| 103 |
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"O": 0,
|
| 104 |
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"OCCUPATION": 36,
|
| 105 |
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"PASSWORD": 37,
|
| 106 |
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"PHONE_NUMBER": 38,
|
| 107 |
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"PIN": 39,
|
| 108 |
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"POLITICAL_VIEW": 40,
|
| 109 |
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"POSTCODE": 41,
|
| 110 |
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"RACE_ETHNICITY": 42,
|
| 111 |
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"RELIGIOUS_BELIEF": 43,
|
| 112 |
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"SEXUALITY": 44,
|
| 113 |
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"SSN": 45,
|
| 114 |
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"STATE": 46,
|
| 115 |
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"STREET_ADDRESS": 47,
|
| 116 |
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"SWIFT_BIC": 48,
|
| 117 |
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"TAX_ID": 49,
|
| 118 |
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"TIME": 50,
|
| 119 |
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"UNIQUE_ID": 51,
|
| 120 |
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"URL": 52,
|
| 121 |
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"USER_NAME": 53,
|
| 122 |
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"VEHICLE_IDENTIFIER": 54
|
| 123 |
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},
|
| 124 |
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"layer_norm_eps": 1e-07,
|
| 125 |
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"legacy": true,
|
| 126 |
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"max_position_embeddings": 384,
|
| 127 |
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"max_relative_positions": -1,
|
| 128 |
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"model_type": "deberta-v2",
|
| 129 |
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"norm_rel_ebd": "layer_norm",
|
| 130 |
+
"num_attention_heads": 12,
|
| 131 |
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"num_hidden_layers": 12,
|
| 132 |
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"pad_token_id": 0,
|
| 133 |
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"pooler_dropout": 0.0,
|
| 134 |
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"pooler_hidden_act": "gelu",
|
| 135 |
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"pooler_hidden_size": 768,
|
| 136 |
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"pos_att_type": [
|
| 137 |
+
"p2c",
|
| 138 |
+
"c2p"
|
| 139 |
+
],
|
| 140 |
+
"position_biased_input": false,
|
| 141 |
+
"position_buckets": 256,
|
| 142 |
+
"relative_attention": true,
|
| 143 |
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"share_att_key": true,
|
| 144 |
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"tie_word_embeddings": true,
|
| 145 |
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"transformers_version": "5.6.2",
|
| 146 |
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"type_vocab_size": 0,
|
| 147 |
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"use_cache": false,
|
| 148 |
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"vocab_size": 128100
|
| 149 |
+
}
|
nemotron/SpanBased-CustomDeBERTa/predictions.json
ADDED
|
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|
|
nemotron/SpanBased-CustomDeBERTa/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:77f959efa858f63dd9a957f21cf9746dc7699b4dccfa3aadf3a335f6638b47db
|
| 3 |
+
size 741521679
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nemotron/SpanBased-CustomDeBERTa/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
nemotron/SpanBased-CustomDeBERTa/tokenizer_config.json
ADDED
|
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": true,
|
| 3 |
+
"backend": "tokenizers",
|
| 4 |
+
"bos_token": "[CLS]",
|
| 5 |
+
"cls_token": "[CLS]",
|
| 6 |
+
"do_lower_case": false,
|
| 7 |
+
"eos_token": "[SEP]",
|
| 8 |
+
"extra_special_tokens": [
|
| 9 |
+
"[PAD]",
|
| 10 |
+
"[CLS]",
|
| 11 |
+
"[SEP]"
|
| 12 |
+
],
|
| 13 |
+
"is_local": false,
|
| 14 |
+
"local_files_only": false,
|
| 15 |
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"mask_token": "[MASK]",
|
| 16 |
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"model_max_length": 1000000000000000019884624838656,
|
| 17 |
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"pad_token": "[PAD]",
|
| 18 |
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"sep_token": "[SEP]",
|
| 19 |
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"split_by_punct": false,
|
| 20 |
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"tokenizer_class": "DebertaV2Tokenizer",
|
| 21 |
+
"unk_id": 3,
|
| 22 |
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"unk_token": "[UNK]",
|
| 23 |
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"vocab_type": "spm"
|
| 24 |
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}
|