Adding ONNX file of this model
Browse filesBeep boop I am the [ONNX export bot 🤖🏎️](https://huggingface.co/spaces/onnx/export). On behalf of [Isotonic](https://huggingface.co/Isotonic), I would like to add to this repository the model converted to ONNX.
What is ONNX? It stands for "Open Neural Network Exchange", and is the most commonly used open standard for machine learning interoperability. You can find out more at [onnx.ai](https://onnx.ai/)!
The exported ONNX model can be then be consumed by various backends as TensorRT or TVM, or simply be used in a few lines with 🤗 Optimum through ONNX Runtime, check out how [here](https://huggingface.co/docs/optimum/main/en/onnxruntime/usage_guides/models)!
- onnx/config.json +259 -0
- onnx/model.onnx +3 -0
- onnx/special_tokens_map.json +7 -0
- onnx/tokenizer.json +0 -0
- onnx/tokenizer_config.json +13 -0
- onnx/vocab.txt +0 -0
onnx/config.json
ADDED
@@ -0,0 +1,259 @@
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+
{
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"_name_or_path": "Isotonic/distilbert_finetuned_ai4privacy",
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"activation": "gelu",
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4 |
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"architectures": [
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"DistilBertForTokenClassification"
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+
],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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10 |
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"hidden_dim": 3072,
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11 |
+
"id2label": {
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"0": "B-PREFIX",
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"1": "I-PREFIX",
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"2": "B-FIRSTNAME",
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"3": "I-FIRSTNAME",
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"4": "B-MIDDLENAME",
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"5": "B-LASTNAME",
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"6": "I-LASTNAME",
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+
"7": "O",
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"8": "B-JOBDESCRIPTOR",
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"9": "B-JOBTITLE",
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"10": "I-JOBTITLE",
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+
"11": "B-COMPANY_NAME",
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"12": "I-COMPANY_NAME",
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"13": "B-JOBAREA",
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"14": "B-EMAIL",
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"15": "I-EMAIL",
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"16": "B-TIME",
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"17": "I-TIME",
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"18": "B-DATE",
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+
"19": "I-DATE",
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"20": "B-URL",
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"21": "I-URL",
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"22": "B-BITCOINADDRESS",
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+
"23": "I-BITCOINADDRESS",
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"24": "B-ETHEREUMADDRESS",
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"25": "I-ETHEREUMADDRESS",
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+
"26": "B-ACCOUNTNAME",
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"27": "I-ACCOUNTNAME",
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"28": "B-IBAN",
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"29": "I-IBAN",
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"30": "B-ACCOUNTNUMBER",
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"31": "I-ACCOUNTNUMBER",
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"32": "B-BIC",
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"33": "I-BIC",
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"34": "B-IPV4",
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"35": "I-IPV4",
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"36": "B-STREETADDRESS",
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"37": "I-STREETADDRESS",
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"38": "B-CITY",
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"39": "I-CITY",
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"40": "B-ZIPCODE",
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"41": "I-ZIPCODE",
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"42": "B-USERNAME",
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"43": "I-USERNAME",
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"44": "B-IPV6",
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"45": "I-IPV6",
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"46": "B-CREDITCARDNUMBER",
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+
"47": "I-CREDITCARDNUMBER",
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"48": "B-VEHICLEVIN",
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"49": "I-VEHICLEVIN",
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"50": "B-SUFFIX",
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"51": "I-SUFFIX",
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"52": "B-AMOUNT",
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"53": "I-AMOUNT",
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"54": "B-CURRENCY",
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"55": "I-CURRENCY",
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"56": "B-PASSWORD",
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"57": "I-PASSWORD",
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"58": "B-JOBTYPE",
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"59": "B-STATE",
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"60": "B-BUILDINGNUMBER",
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"61": "I-BUILDINGNUMBER",
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"62": "B-VEHICLEVRM",
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"63": "I-VEHICLEVRM",
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"64": "B-PHONEIMEI",
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"65": "I-PHONEIMEI",
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"66": "I-JOBAREA",
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"67": "I-STATE",
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"68": "B-COUNTY",
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"69": "B-CURRENCYNAME",
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"70": "I-CURRENCYNAME",
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"71": "B-CURRENCYSYMBOL",
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"72": "B-MASKEDNUMBER",
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"73": "I-MASKEDNUMBER",
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"74": "B-PHONE_NUMBER",
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"75": "I-PHONE_NUMBER",
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"76": "B-SECONDARYADDRESS",
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"77": "I-SECONDARYADDRESS",
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+
"78": "B-SSN",
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"79": "I-SSN",
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"80": "B-CURRENCYCODE",
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+
"81": "B-LITECOINADDRESS",
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"82": "I-LITECOINADDRESS",
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"83": "B-MAC",
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"84": "I-MAC",
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+
"85": "B-CREDITCARDISSUER",
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+
"86": "I-CREDITCARDISSUER",
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"87": "B-CREDITCARDCVV",
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"88": "I-CREDITCARDCVV",
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"89": "B-USERAGENT",
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"90": "I-USERAGENT",
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"91": "B-IP",
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"92": "I-IP",
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+
"93": "B-SEX",
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106 |
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"94": "B-STREET",
|
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"95": "I-STREET",
|
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"96": "B-PIN",
|
109 |
+
"97": "I-PIN",
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"98": "I-JOBTYPE",
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+
"99": "I-MIDDLENAME",
|
112 |
+
"100": "I-CURRENCYCODE",
|
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+
"101": "I-CURRENCYSYMBOL",
|
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+
"102": "B-FULLNAME",
|
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+
"103": "I-FULLNAME",
|
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+
"104": "B-NAME",
|
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+
"105": "I-NAME",
|
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+
"106": "B-GENDER",
|
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"107": "B-NUMBER",
|
120 |
+
"108": "I-NUMBER",
|
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+
"109": "I-GENDER",
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+
"110": "B-NEARBYGPSCOORDINATE",
|
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+
"111": "I-NEARBYGPSCOORDINATE",
|
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+
"112": "B-DISPLAYNAME",
|
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+
"113": "I-DISPLAYNAME",
|
126 |
+
"114": "B-SEXTYPE",
|
127 |
+
"115": "B-ORDINALDIRECTION"
|
128 |
+
},
|
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+
"initializer_range": 0.02,
|
130 |
+
"label2id": {
|
131 |
+
"B-ACCOUNTNAME": 26,
|
132 |
+
"B-ACCOUNTNUMBER": 30,
|
133 |
+
"B-AMOUNT": 52,
|
134 |
+
"B-BIC": 32,
|
135 |
+
"B-BITCOINADDRESS": 22,
|
136 |
+
"B-BUILDINGNUMBER": 60,
|
137 |
+
"B-CITY": 38,
|
138 |
+
"B-COMPANY_NAME": 11,
|
139 |
+
"B-COUNTY": 68,
|
140 |
+
"B-CREDITCARDCVV": 87,
|
141 |
+
"B-CREDITCARDISSUER": 85,
|
142 |
+
"B-CREDITCARDNUMBER": 46,
|
143 |
+
"B-CURRENCY": 54,
|
144 |
+
"B-CURRENCYCODE": 80,
|
145 |
+
"B-CURRENCYNAME": 69,
|
146 |
+
"B-CURRENCYSYMBOL": 71,
|
147 |
+
"B-DATE": 18,
|
148 |
+
"B-DISPLAYNAME": 112,
|
149 |
+
"B-EMAIL": 14,
|
150 |
+
"B-ETHEREUMADDRESS": 24,
|
151 |
+
"B-FIRSTNAME": 2,
|
152 |
+
"B-FULLNAME": 102,
|
153 |
+
"B-GENDER": 106,
|
154 |
+
"B-IBAN": 28,
|
155 |
+
"B-IP": 91,
|
156 |
+
"B-IPV4": 34,
|
157 |
+
"B-IPV6": 44,
|
158 |
+
"B-JOBAREA": 13,
|
159 |
+
"B-JOBDESCRIPTOR": 8,
|
160 |
+
"B-JOBTITLE": 9,
|
161 |
+
"B-JOBTYPE": 58,
|
162 |
+
"B-LASTNAME": 5,
|
163 |
+
"B-LITECOINADDRESS": 81,
|
164 |
+
"B-MAC": 83,
|
165 |
+
"B-MASKEDNUMBER": 72,
|
166 |
+
"B-MIDDLENAME": 4,
|
167 |
+
"B-NAME": 104,
|
168 |
+
"B-NEARBYGPSCOORDINATE": 110,
|
169 |
+
"B-NUMBER": 107,
|
170 |
+
"B-ORDINALDIRECTION": 115,
|
171 |
+
"B-PASSWORD": 56,
|
172 |
+
"B-PHONEIMEI": 64,
|
173 |
+
"B-PHONE_NUMBER": 74,
|
174 |
+
"B-PIN": 96,
|
175 |
+
"B-PREFIX": 0,
|
176 |
+
"B-SECONDARYADDRESS": 76,
|
177 |
+
"B-SEX": 93,
|
178 |
+
"B-SEXTYPE": 114,
|
179 |
+
"B-SSN": 78,
|
180 |
+
"B-STATE": 59,
|
181 |
+
"B-STREET": 94,
|
182 |
+
"B-STREETADDRESS": 36,
|
183 |
+
"B-SUFFIX": 50,
|
184 |
+
"B-TIME": 16,
|
185 |
+
"B-URL": 20,
|
186 |
+
"B-USERAGENT": 89,
|
187 |
+
"B-USERNAME": 42,
|
188 |
+
"B-VEHICLEVIN": 48,
|
189 |
+
"B-VEHICLEVRM": 62,
|
190 |
+
"B-ZIPCODE": 40,
|
191 |
+
"I-ACCOUNTNAME": 27,
|
192 |
+
"I-ACCOUNTNUMBER": 31,
|
193 |
+
"I-AMOUNT": 53,
|
194 |
+
"I-BIC": 33,
|
195 |
+
"I-BITCOINADDRESS": 23,
|
196 |
+
"I-BUILDINGNUMBER": 61,
|
197 |
+
"I-CITY": 39,
|
198 |
+
"I-COMPANY_NAME": 12,
|
199 |
+
"I-CREDITCARDCVV": 88,
|
200 |
+
"I-CREDITCARDISSUER": 86,
|
201 |
+
"I-CREDITCARDNUMBER": 47,
|
202 |
+
"I-CURRENCY": 55,
|
203 |
+
"I-CURRENCYCODE": 100,
|
204 |
+
"I-CURRENCYNAME": 70,
|
205 |
+
"I-CURRENCYSYMBOL": 101,
|
206 |
+
"I-DATE": 19,
|
207 |
+
"I-DISPLAYNAME": 113,
|
208 |
+
"I-EMAIL": 15,
|
209 |
+
"I-ETHEREUMADDRESS": 25,
|
210 |
+
"I-FIRSTNAME": 3,
|
211 |
+
"I-FULLNAME": 103,
|
212 |
+
"I-GENDER": 109,
|
213 |
+
"I-IBAN": 29,
|
214 |
+
"I-IP": 92,
|
215 |
+
"I-IPV4": 35,
|
216 |
+
"I-IPV6": 45,
|
217 |
+
"I-JOBAREA": 66,
|
218 |
+
"I-JOBTITLE": 10,
|
219 |
+
"I-JOBTYPE": 98,
|
220 |
+
"I-LASTNAME": 6,
|
221 |
+
"I-LITECOINADDRESS": 82,
|
222 |
+
"I-MAC": 84,
|
223 |
+
"I-MASKEDNUMBER": 73,
|
224 |
+
"I-MIDDLENAME": 99,
|
225 |
+
"I-NAME": 105,
|
226 |
+
"I-NEARBYGPSCOORDINATE": 111,
|
227 |
+
"I-NUMBER": 108,
|
228 |
+
"I-PASSWORD": 57,
|
229 |
+
"I-PHONEIMEI": 65,
|
230 |
+
"I-PHONE_NUMBER": 75,
|
231 |
+
"I-PIN": 97,
|
232 |
+
"I-PREFIX": 1,
|
233 |
+
"I-SECONDARYADDRESS": 77,
|
234 |
+
"I-SSN": 79,
|
235 |
+
"I-STATE": 67,
|
236 |
+
"I-STREET": 95,
|
237 |
+
"I-STREETADDRESS": 37,
|
238 |
+
"I-SUFFIX": 51,
|
239 |
+
"I-TIME": 17,
|
240 |
+
"I-URL": 21,
|
241 |
+
"I-USERAGENT": 90,
|
242 |
+
"I-USERNAME": 43,
|
243 |
+
"I-VEHICLEVIN": 49,
|
244 |
+
"I-VEHICLEVRM": 63,
|
245 |
+
"I-ZIPCODE": 41,
|
246 |
+
"O": 7
|
247 |
+
},
|
248 |
+
"max_position_embeddings": 512,
|
249 |
+
"model_type": "distilbert",
|
250 |
+
"n_heads": 12,
|
251 |
+
"n_layers": 6,
|
252 |
+
"pad_token_id": 0,
|
253 |
+
"qa_dropout": 0.1,
|
254 |
+
"seq_classif_dropout": 0.2,
|
255 |
+
"sinusoidal_pos_embds": false,
|
256 |
+
"tie_weights_": true,
|
257 |
+
"transformers_version": "4.30.2",
|
258 |
+
"vocab_size": 30522
|
259 |
+
}
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onnx/model.onnx
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:dc9fa59f262e49c44e7adee40fe4f374748b81a61676e90935678e137058e026
|
3 |
+
size 265943488
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onnx/special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
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{
|
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"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
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"unk_token": "[UNK]"
|
7 |
+
}
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onnx/tokenizer.json
ADDED
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See raw diff
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onnx/tokenizer_config.json
ADDED
@@ -0,0 +1,13 @@
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{
|
2 |
+
"clean_up_tokenization_spaces": true,
|
3 |
+
"cls_token": "[CLS]",
|
4 |
+
"do_lower_case": true,
|
5 |
+
"mask_token": "[MASK]",
|
6 |
+
"model_max_length": 512,
|
7 |
+
"pad_token": "[PAD]",
|
8 |
+
"sep_token": "[SEP]",
|
9 |
+
"strip_accents": null,
|
10 |
+
"tokenize_chinese_chars": true,
|
11 |
+
"tokenizer_class": "DistilBertTokenizer",
|
12 |
+
"unk_token": "[UNK]"
|
13 |
+
}
|
onnx/vocab.txt
ADDED
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