Commit
•
8571526
1
Parent(s):
a9cad5b
Training in progress, epoch 1
Browse files- config.json +375 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +13 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
@@ -0,0 +1,375 @@
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1 |
+
{
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2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
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10 |
+
"hidden_dim": 3072,
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11 |
+
"id2label": {
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12 |
+
"0": "physical security",
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13 |
+
"1": "Financial Planning and Analysis Analyst",
|
14 |
+
"2": "cloud azure",
|
15 |
+
"3": "devops",
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16 |
+
"4": "mainframe qa",
|
17 |
+
"5": "sap administration",
|
18 |
+
"6": "geology & exploration specialist",
|
19 |
+
"7": "endpoint security",
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20 |
+
"8": "BPM",
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21 |
+
"9": "full stack development,java",
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22 |
+
"10": "cybersecurity",
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23 |
+
"11": "game qa",
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24 |
+
"12": "Chief Risk Officer",
|
25 |
+
"13": "Restructuring and Insolvency Senior",
|
26 |
+
"14": "Mergers and Acquisitions Associate",
|
27 |
+
"15": "mobile app development,android",
|
28 |
+
"16": "nlp",
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29 |
+
"17": "frontend development,vue",
|
30 |
+
"18": "Accounts Manager",
|
31 |
+
"19": "mobile app development",
|
32 |
+
"20": "business intelligence, tableau",
|
33 |
+
"21": "Web Development",
|
34 |
+
"22": "ECM",
|
35 |
+
"23": "Business Valuation Associate",
|
36 |
+
"24": "frontend development",
|
37 |
+
"25": "blockchain development",
|
38 |
+
"26": "Management Accounting Executive",
|
39 |
+
"27": "embeded development",
|
40 |
+
"28": "full stack development",
|
41 |
+
"29": "RPA",
|
42 |
+
"30": "firmware qa",
|
43 |
+
"31": "infrastructure security",
|
44 |
+
"32": "Internal Auditor",
|
45 |
+
"33": "DBA",
|
46 |
+
"34": "data analysis",
|
47 |
+
"35": "full stack web developmnet",
|
48 |
+
"36": "vulnerability management security",
|
49 |
+
"37": "frontend development,angular",
|
50 |
+
"38": "ot security",
|
51 |
+
"39": "Audit Director",
|
52 |
+
"40": "technical_supprot",
|
53 |
+
"41": "software systems development",
|
54 |
+
"42": "cloud & api administration",
|
55 |
+
"43": "backend development,java",
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56 |
+
"44": "business intelligence, qlikview",
|
57 |
+
"45": "Financial Forensics Senior",
|
58 |
+
"46": "cyber investigation",
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59 |
+
"47": "exploration support assistant",
|
60 |
+
"48": "automation qa",
|
61 |
+
"49": "etl&dwh",
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62 |
+
"50": "crm admin",
|
63 |
+
"51": "api qa",
|
64 |
+
"52": "network development",
|
65 |
+
"53": "Enterprise Risk Management Senior",
|
66 |
+
"54": "Tax Director",
|
67 |
+
"55": "Tax Associate",
|
68 |
+
"56": "network qa",
|
69 |
+
"57": "Restructuring and Insolvency Associate",
|
70 |
+
"58": "system and storage security",
|
71 |
+
"59": "backend development,ruby on rails",
|
72 |
+
"60": "cloud development,gcp",
|
73 |
+
"61": "Financial Planning and Analysis Head",
|
74 |
+
"62": "Financial Forensics Manager",
|
75 |
+
"63": "cloud development,aws",
|
76 |
+
"64": "threat intelligence security",
|
77 |
+
"65": "games & 3D graphics development",
|
78 |
+
"66": "business intelligence, powerbi",
|
79 |
+
"67": "field geologist",
|
80 |
+
"68": "network security, antivirus",
|
81 |
+
"69": "Audit Senior",
|
82 |
+
"70": "backup admin",
|
83 |
+
"71": "data security",
|
84 |
+
"72": "Audit Manager",
|
85 |
+
"73": "mean stack ",
|
86 |
+
"74": "machine learning",
|
87 |
+
"75": "mdm",
|
88 |
+
"76": "Restructuring and Insolvency Manager",
|
89 |
+
"77": "gis specialist",
|
90 |
+
"78": "mobile qa",
|
91 |
+
"79": "Enterprise Risk Manager",
|
92 |
+
"80": "cyber incident response",
|
93 |
+
"81": "systems qa",
|
94 |
+
"82": "cobol and mainframe",
|
95 |
+
"83": "Tax Manager",
|
96 |
+
"84": "Internal Audit Manager",
|
97 |
+
"85": "network security, data loss prevention",
|
98 |
+
"86": "Oracle Application Administration",
|
99 |
+
"87": "big data &data engineering",
|
100 |
+
"88": "Head of Internal Audit",
|
101 |
+
"89": "geotechnic engineer",
|
102 |
+
"90": "penetration testing",
|
103 |
+
"91": "Finance Controller",
|
104 |
+
"92": "Senior Accounts Executive",
|
105 |
+
"93": "site-reliability engineering",
|
106 |
+
"94": "Financial Forensics Associate",
|
107 |
+
"95": "Audit Assistant",
|
108 |
+
"96": "Senior Internal Auditor",
|
109 |
+
"97": "Enterprise Risk Management Associate",
|
110 |
+
"98": "network administration",
|
111 |
+
"99": "deep learning",
|
112 |
+
"100": "pit geologist",
|
113 |
+
"101": "cloud development",
|
114 |
+
"102": "geotechnical instrumentation operator",
|
115 |
+
"103": "network security, application",
|
116 |
+
"104": "business intelligence, hyperion",
|
117 |
+
"105": "iot",
|
118 |
+
"106": "Finance Manager",
|
119 |
+
"107": "api development and integration management",
|
120 |
+
"108": "cloud security",
|
121 |
+
"109": "bigdata admin",
|
122 |
+
"110": "Tax Senior",
|
123 |
+
"111": "devsecops",
|
124 |
+
"112": "Mergers and Acquisitions Director",
|
125 |
+
"113": "big data &data engineering,hadoop",
|
126 |
+
"114": "full stack development,python",
|
127 |
+
"115": "Financial Forensics Director",
|
128 |
+
"116": "it operations management",
|
129 |
+
"117": "survey crew",
|
130 |
+
"118": "full stack development,dotnet",
|
131 |
+
"119": "storage admin",
|
132 |
+
"120": "ciso",
|
133 |
+
"121": "iot security",
|
134 |
+
"122": "Data Science",
|
135 |
+
"123": "short term mine plan engineers",
|
136 |
+
"124": "Business Valuation Director",
|
137 |
+
"125": "frontend development,react",
|
138 |
+
"126": "Backend development,golang",
|
139 |
+
"127": "backend development,python",
|
140 |
+
"128": "Financial Planning and Analysis Manager",
|
141 |
+
"129": "mobile app development,ios",
|
142 |
+
"130": "metallurgist",
|
143 |
+
"131": "backend development",
|
144 |
+
"132": "mlops",
|
145 |
+
"133": "mern stack development",
|
146 |
+
"134": "ETL DWH BI Admin",
|
147 |
+
"135": "etl qa",
|
148 |
+
"136": "crm qa",
|
149 |
+
"137": "Finance Director",
|
150 |
+
"138": "backend development,php",
|
151 |
+
"139": "long term mine planner",
|
152 |
+
"140": "Accounts Executive",
|
153 |
+
"141": "web qa",
|
154 |
+
"142": "network security",
|
155 |
+
"143": "geotechnic technician",
|
156 |
+
"144": "system administration",
|
157 |
+
"145": "Business Valuation Manager",
|
158 |
+
"146": "production control engineer",
|
159 |
+
"147": "business intelligence, microstrategy",
|
160 |
+
"148": "business intelligence",
|
161 |
+
"149": "qa",
|
162 |
+
"150": "geophysicist",
|
163 |
+
"151": "Business Valuation Senior",
|
164 |
+
"152": "grading qa",
|
165 |
+
"153": "Chief Financial Officer",
|
166 |
+
"154": "business intelligence, cognos",
|
167 |
+
"155": "Mergers and Acquisitions Manager",
|
168 |
+
"156": "Business Controller",
|
169 |
+
"157": "Accounts Director",
|
170 |
+
"158": "mine surveyor",
|
171 |
+
"159": "cyber risk management",
|
172 |
+
"160": "Restructuring and Insolvency Director",
|
173 |
+
"161": "earthworks supervisor",
|
174 |
+
"162": "information security",
|
175 |
+
"163": "mobile security",
|
176 |
+
"164": "mine planning manager",
|
177 |
+
"165": "iam security",
|
178 |
+
"166": "geology exploration manager",
|
179 |
+
"167": "Mergers and Acquisitions Senior",
|
180 |
+
"168": "resource estimation specialist",
|
181 |
+
"169": "geotechnik & hydrology evaluator superintendent",
|
182 |
+
"170": "geotechnical and hydrology field technician",
|
183 |
+
"171": "metallurgical control analyst",
|
184 |
+
"172": "mine survey supervisor"
|
185 |
+
},
|
186 |
+
"initializer_range": 0.02,
|
187 |
+
"label2id": {
|
188 |
+
"Accounts Director": 157,
|
189 |
+
"Accounts Executive": 140,
|
190 |
+
"Accounts Manager": 18,
|
191 |
+
"Audit Assistant": 95,
|
192 |
+
"Audit Director": 39,
|
193 |
+
"Audit Manager": 72,
|
194 |
+
"Audit Senior": 69,
|
195 |
+
"BPM": 8,
|
196 |
+
"Backend development,golang": 126,
|
197 |
+
"Business Controller": 156,
|
198 |
+
"Business Valuation Associate": 23,
|
199 |
+
"Business Valuation Director": 124,
|
200 |
+
"Business Valuation Manager": 145,
|
201 |
+
"Business Valuation Senior": 151,
|
202 |
+
"Chief Financial Officer": 153,
|
203 |
+
"Chief Risk Officer": 12,
|
204 |
+
"DBA": 33,
|
205 |
+
"Data Science": 122,
|
206 |
+
"ECM": 22,
|
207 |
+
"ETL DWH BI Admin": 134,
|
208 |
+
"Enterprise Risk Management Associate": 97,
|
209 |
+
"Enterprise Risk Management Senior": 53,
|
210 |
+
"Enterprise Risk Manager": 79,
|
211 |
+
"Finance Controller": 91,
|
212 |
+
"Finance Director": 137,
|
213 |
+
"Finance Manager": 106,
|
214 |
+
"Financial Forensics Associate": 94,
|
215 |
+
"Financial Forensics Director": 115,
|
216 |
+
"Financial Forensics Manager": 62,
|
217 |
+
"Financial Forensics Senior": 45,
|
218 |
+
"Financial Planning and Analysis Analyst": 1,
|
219 |
+
"Financial Planning and Analysis Head": 61,
|
220 |
+
"Financial Planning and Analysis Manager": 128,
|
221 |
+
"Head of Internal Audit": 88,
|
222 |
+
"Internal Audit Manager": 84,
|
223 |
+
"Internal Auditor": 32,
|
224 |
+
"Management Accounting Executive": 26,
|
225 |
+
"Mergers and Acquisitions Associate": 14,
|
226 |
+
"Mergers and Acquisitions Director": 112,
|
227 |
+
"Mergers and Acquisitions Manager": 155,
|
228 |
+
"Mergers and Acquisitions Senior": 167,
|
229 |
+
"Oracle Application Administration": 86,
|
230 |
+
"RPA": 29,
|
231 |
+
"Restructuring and Insolvency Associate": 57,
|
232 |
+
"Restructuring and Insolvency Director": 160,
|
233 |
+
"Restructuring and Insolvency Manager": 76,
|
234 |
+
"Restructuring and Insolvency Senior": 13,
|
235 |
+
"Senior Accounts Executive": 92,
|
236 |
+
"Senior Internal Auditor": 96,
|
237 |
+
"Tax Associate": 55,
|
238 |
+
"Tax Director": 54,
|
239 |
+
"Tax Manager": 83,
|
240 |
+
"Tax Senior": 110,
|
241 |
+
"Web Development": 21,
|
242 |
+
"api development and integration management": 107,
|
243 |
+
"api qa": 51,
|
244 |
+
"automation qa": 48,
|
245 |
+
"backend development": 131,
|
246 |
+
"backend development,java": 43,
|
247 |
+
"backend development,php": 138,
|
248 |
+
"backend development,python": 127,
|
249 |
+
"backend development,ruby on rails": 59,
|
250 |
+
"backup admin": 70,
|
251 |
+
"big data &data engineering": 87,
|
252 |
+
"big data &data engineering,hadoop": 113,
|
253 |
+
"bigdata admin": 109,
|
254 |
+
"blockchain development": 25,
|
255 |
+
"business intelligence": 148,
|
256 |
+
"business intelligence, cognos": 154,
|
257 |
+
"business intelligence, hyperion": 104,
|
258 |
+
"business intelligence, microstrategy": 147,
|
259 |
+
"business intelligence, powerbi": 66,
|
260 |
+
"business intelligence, qlikview": 44,
|
261 |
+
"business intelligence, tableau": 20,
|
262 |
+
"ciso": 120,
|
263 |
+
"cloud & api administration": 42,
|
264 |
+
"cloud azure": 2,
|
265 |
+
"cloud development": 101,
|
266 |
+
"cloud development,aws": 63,
|
267 |
+
"cloud development,gcp": 60,
|
268 |
+
"cloud security": 108,
|
269 |
+
"cobol and mainframe": 82,
|
270 |
+
"crm admin": 50,
|
271 |
+
"crm qa": 136,
|
272 |
+
"cyber incident response": 80,
|
273 |
+
"cyber investigation": 46,
|
274 |
+
"cyber risk management": 159,
|
275 |
+
"cybersecurity": 10,
|
276 |
+
"data analysis": 34,
|
277 |
+
"data security": 71,
|
278 |
+
"deep learning": 99,
|
279 |
+
"devops": 3,
|
280 |
+
"devsecops": 111,
|
281 |
+
"earthworks supervisor": 161,
|
282 |
+
"embeded development": 27,
|
283 |
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|
284 |
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|
285 |
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|
286 |
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|
287 |
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|
288 |
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|
289 |
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|
290 |
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|
291 |
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|
292 |
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|
293 |
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|
294 |
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|
295 |
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|
296 |
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"full stack development,python": 114,
|
297 |
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|
298 |
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|
299 |
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|
300 |
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|
301 |
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|
302 |
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|
303 |
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|
304 |
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|
305 |
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|
306 |
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|
307 |
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|
308 |
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|
309 |
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|
310 |
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|
311 |
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|
312 |
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|
313 |
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"iot": 105,
|
314 |
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|
315 |
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|
316 |
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|
317 |
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|
318 |
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|
319 |
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|
320 |
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|
321 |
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|
322 |
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|
323 |
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|
324 |
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|
325 |
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|
326 |
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|
327 |
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|
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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|
334 |
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|
335 |
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"network qa": 56,
|
336 |
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|
337 |
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|
338 |
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"network security, application": 103,
|
339 |
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|
340 |
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|
341 |
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"ot security": 38,
|
342 |
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|
343 |
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|
344 |
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|
345 |
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|
346 |
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|
347 |
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|
348 |
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|
349 |
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|
350 |
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|
351 |
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|
352 |
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|
353 |
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|
354 |
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|
355 |
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|
356 |
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|
357 |
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"technical_supprot": 40,
|
358 |
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"threat intelligence security": 64,
|
359 |
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"vulnerability management security": 36,
|
360 |
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"web qa": 141
|
361 |
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},
|
362 |
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"max_position_embeddings": 512,
|
363 |
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"model_type": "distilbert",
|
364 |
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"n_heads": 12,
|
365 |
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"n_layers": 6,
|
366 |
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"pad_token_id": 0,
|
367 |
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"problem_type": "single_label_classification",
|
368 |
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"qa_dropout": 0.1,
|
369 |
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"seq_classif_dropout": 0.2,
|
370 |
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"sinusoidal_pos_embds": false,
|
371 |
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"tie_weights_": true,
|
372 |
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"torch_dtype": "float32",
|
373 |
+
"transformers_version": "4.33.2",
|
374 |
+
"vocab_size": 30522
|
375 |
+
}
|
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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oid sha256:2e34d1b03a5560e5ac93499acbe81302094c14f58f3e7dc2110a7a2e8ee64397
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3 |
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size 268381485
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special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
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{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
tokenizer.json
ADDED
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|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
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 |
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"tokenize_chinese_chars": true,
|
11 |
+
"tokenizer_class": "DistilBertTokenizer",
|
12 |
+
"unk_token": "[UNK]"
|
13 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:db31bbfe295a616371e98fd2c594a48fb580a710e207ad291ed48737d0002991
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3 |
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size 4091
|
vocab.txt
ADDED
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|
|