Hugging Face's logo

aieng-lab
/
bert-large-cased-questionTypePrediction

TensorBoard
Model card Files
xet
Metrics Community
tessaig commited on
Commit
a6b6b72
·
1 Parent(s): 340f3d3

checkpoint added

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. ts_binary_bert-large-cased/.ipynb_checkpoints/all_results-checkpoint.json +8 -0
  2. ts_binary_bert-large-cased/.ipynb_checkpoints/config-checkpoint.json +44 -0
  3. ts_binary_bert-large-cased/.ipynb_checkpoints/predict_results_question_type_classification-checkpoint.txt +664 -0
  4. ts_binary_bert-large-cased/.ipynb_checkpoints/special_tokens_map-checkpoint.json +7 -0
  5. ts_binary_bert-large-cased/.ipynb_checkpoints/tokenizer-checkpoint.json +0 -0
  6. ts_binary_bert-large-cased/.ipynb_checkpoints/tokenizer_config-checkpoint.json +13 -0
  7. ts_binary_bert-large-cased/.ipynb_checkpoints/train_results-checkpoint.json +8 -0
  8. ts_binary_bert-large-cased/.ipynb_checkpoints/trainer_state-checkpoint.json +43 -0
  9. ts_binary_bert-large-cased/.ipynb_checkpoints/vocab-checkpoint.txt +0 -0
  10. ts_binary_bert-large-cased/README.md +51 -0
  11. ts_binary_bert-large-cased/all_results.json +8 -0
  12. ts_binary_bert-large-cased/checkpoint-1000/config.json +44 -0
  13. ts_binary_bert-large-cased/checkpoint-1000/optimizer.pt +3 -0
  14. ts_binary_bert-large-cased/checkpoint-1000/pytorch_model.bin +3 -0
  15. ts_binary_bert-large-cased/checkpoint-1000/rng_state.pth +3 -0
  16. ts_binary_bert-large-cased/checkpoint-1000/scheduler.pt +3 -0
  17. ts_binary_bert-large-cased/checkpoint-1000/special_tokens_map.json +7 -0
  18. ts_binary_bert-large-cased/checkpoint-1000/tokenizer.json +0 -0
  19. ts_binary_bert-large-cased/checkpoint-1000/tokenizer_config.json +13 -0
  20. ts_binary_bert-large-cased/checkpoint-1000/trainer_state.json +28 -0
  21. ts_binary_bert-large-cased/checkpoint-1000/training_args.bin +3 -0
  22. ts_binary_bert-large-cased/checkpoint-1000/vocab.txt +0 -0
  23. ts_binary_bert-large-cased/checkpoint-1500/config.json +44 -0
  24. ts_binary_bert-large-cased/checkpoint-1500/optimizer.pt +3 -0
  25. ts_binary_bert-large-cased/checkpoint-1500/pytorch_model.bin +3 -0
  26. ts_binary_bert-large-cased/checkpoint-1500/rng_state.pth +3 -0
  27. ts_binary_bert-large-cased/checkpoint-1500/scheduler.pt +3 -0
  28. ts_binary_bert-large-cased/checkpoint-1500/special_tokens_map.json +7 -0
  29. ts_binary_bert-large-cased/checkpoint-1500/tokenizer.json +0 -0
  30. ts_binary_bert-large-cased/checkpoint-1500/tokenizer_config.json +13 -0
  31. ts_binary_bert-large-cased/checkpoint-1500/trainer_state.json +34 -0
  32. ts_binary_bert-large-cased/checkpoint-1500/training_args.bin +3 -0
  33. ts_binary_bert-large-cased/checkpoint-1500/vocab.txt +0 -0
  34. ts_binary_bert-large-cased/checkpoint-500/config.json +44 -0
  35. ts_binary_bert-large-cased/checkpoint-500/optimizer.pt +3 -0
  36. ts_binary_bert-large-cased/checkpoint-500/pytorch_model.bin +3 -0
  37. ts_binary_bert-large-cased/checkpoint-500/rng_state.pth +3 -0
  38. ts_binary_bert-large-cased/checkpoint-500/scheduler.pt +3 -0
  39. ts_binary_bert-large-cased/checkpoint-500/special_tokens_map.json +7 -0
  40. ts_binary_bert-large-cased/checkpoint-500/tokenizer.json +0 -0
  41. ts_binary_bert-large-cased/checkpoint-500/tokenizer_config.json +13 -0
  42. ts_binary_bert-large-cased/checkpoint-500/trainer_state.json +22 -0
  43. ts_binary_bert-large-cased/checkpoint-500/training_args.bin +3 -0
  44. ts_binary_bert-large-cased/checkpoint-500/vocab.txt +0 -0
  45. ts_binary_bert-large-cased/config.json +44 -0
  46. ts_binary_bert-large-cased/predict_results_question_type_classification.txt +664 -0
  47. ts_binary_bert-large-cased/pytorch_model.bin +3 -0
  48. ts_binary_bert-large-cased/runs/Oct28_12-52-40_Annatar/events.out.tfevents.1761652364.Annatar.48519.0 +3 -0
  49. ts_binary_bert-large-cased/runs/Oct28_12-55-55_Annatar/events.out.tfevents.1761652559.Annatar.48988.0 +3 -0
  50. ts_binary_bert-large-cased/runs/Oct28_13-03-01_Annatar/events.out.tfevents.1761652985.Annatar.49471.0 +3 -0
ts_binary_bert-large-cased/.ipynb_checkpoints/all_results-checkpoint.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "train_loss": 0.3997061350574232,
4
+ "train_runtime": 408.043,
5
+ "train_samples": 4665,
6
+ "train_samples_per_second": 34.298,
7
+ "train_steps_per_second": 4.294
8
+ }
ts_binary_bert-large-cased/.ipynb_checkpoints/config-checkpoint.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "bert-large-cased",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "directionality": "bidi",
9
+ "finetuning_task": "question_type_classification",
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 1024,
14
+ "id2label": {
15
+ "0": "Assertive Questioning",
16
+ "1": "Pure Questioning",
17
+ "2": "Rhetorical Questioning"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 4096,
21
+ "label2id": {
22
+ "Assertive Questioning": 0,
23
+ "Pure Questioning": 1,
24
+ "Rhetorical Questioning": 2
25
+ },
26
+ "layer_norm_eps": 1e-12,
27
+ "max_position_embeddings": 512,
28
+ "model_type": "bert",
29
+ "num_attention_heads": 16,
30
+ "num_hidden_layers": 24,
31
+ "pad_token_id": 0,
32
+ "pooler_fc_size": 768,
33
+ "pooler_num_attention_heads": 12,
34
+ "pooler_num_fc_layers": 3,
35
+ "pooler_size_per_head": 128,
36
+ "pooler_type": "first_token_transform",
37
+ "position_embedding_type": "absolute",
38
+ "problem_type": "single_label_classification",
39
+ "torch_dtype": "float32",
40
+ "transformers_version": "4.30.1",
41
+ "type_vocab_size": 2,
42
+ "use_cache": true,
43
+ "vocab_size": 28996
44
+ }
ts_binary_bert-large-cased/.ipynb_checkpoints/predict_results_question_type_classification-checkpoint.txt ADDED
@@ -0,0 +1,664 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ index prediction
2
+ 0 Pure Questioning
3
+ 1 Pure Questioning
4
+ 2 Assertive Questioning
5
+ 3 Pure Questioning
6
+ 4 Pure Questioning
7
+ 5 Rhetorical Questioning
8
+ 6 Assertive Questioning
9
+ 7 Pure Questioning
10
+ 8 Pure Questioning
11
+ 9 Pure Questioning
12
+ 10 Assertive Questioning
13
+ 11 Rhetorical Questioning
14
+ 12 Pure Questioning
15
+ 13 Pure Questioning
16
+ 14 Pure Questioning
17
+ 15 Pure Questioning
18
+ 16 Pure Questioning
19
+ 17 Pure Questioning
20
+ 18 Pure Questioning
21
+ 19 Pure Questioning
22
+ 20 Pure Questioning
23
+ 21 Pure Questioning
24
+ 22 Pure Questioning
25
+ 23 Pure Questioning
26
+ 24 Pure Questioning
27
+ 25 Pure Questioning
28
+ 26 Rhetorical Questioning
29
+ 27 Pure Questioning
30
+ 28 Assertive Questioning
31
+ 29 Pure Questioning
32
+ 30 Pure Questioning
33
+ 31 Assertive Questioning
34
+ 32 Pure Questioning
35
+ 33 Pure Questioning
36
+ 34 Pure Questioning
37
+ 35 Pure Questioning
38
+ 36 Pure Questioning
39
+ 37 Pure Questioning
40
+ 38 Pure Questioning
41
+ 39 Rhetorical Questioning
42
+ 40 Assertive Questioning
43
+ 41 Pure Questioning
44
+ 42 Pure Questioning
45
+ 43 Pure Questioning
46
+ 44 Pure Questioning
47
+ 45 Pure Questioning
48
+ 46 Pure Questioning
49
+ 47 Assertive Questioning
50
+ 48 Pure Questioning
51
+ 49 Pure Questioning
52
+ 50 Rhetorical Questioning
53
+ 51 Pure Questioning
54
+ 52 Rhetorical Questioning
55
+ 53 Assertive Questioning
56
+ 54 Pure Questioning
57
+ 55 Pure Questioning
58
+ 56 Pure Questioning
59
+ 57 Pure Questioning
60
+ 58 Pure Questioning
61
+ 59 Pure Questioning
62
+ 60 Pure Questioning
63
+ 61 Pure Questioning
64
+ 62 Pure Questioning
65
+ 63 Pure Questioning
66
+ 64 Pure Questioning
67
+ 65 Pure Questioning
68
+ 66 Pure Questioning
69
+ 67 Pure Questioning
70
+ 68 Pure Questioning
71
+ 69 Pure Questioning
72
+ 70 Pure Questioning
73
+ 71 Pure Questioning
74
+ 72 Pure Questioning
75
+ 73 Pure Questioning
76
+ 74 Pure Questioning
77
+ 75 Pure Questioning
78
+ 76 Rhetorical Questioning
79
+ 77 Pure Questioning
80
+ 78 Pure Questioning
81
+ 79 Pure Questioning
82
+ 80 Pure Questioning
83
+ 81 Pure Questioning
84
+ 82 Pure Questioning
85
+ 83 Pure Questioning
86
+ 84 Pure Questioning
87
+ 85 Pure Questioning
88
+ 86 Pure Questioning
89
+ 87 Assertive Questioning
90
+ 88 Pure Questioning
91
+ 89 Pure Questioning
92
+ 90 Pure Questioning
93
+ 91 Rhetorical Questioning
94
+ 92 Pure Questioning
95
+ 93 Pure Questioning
96
+ 94 Pure Questioning
97
+ 95 Pure Questioning
98
+ 96 Pure Questioning
99
+ 97 Pure Questioning
100
+ 98 Rhetorical Questioning
101
+ 99 Pure Questioning
102
+ 100 Pure Questioning
103
+ 101 Pure Questioning
104
+ 102 Pure Questioning
105
+ 103 Pure Questioning
106
+ 104 Pure Questioning
107
+ 105 Pure Questioning
108
+ 106 Pure Questioning
109
+ 107 Pure Questioning
110
+ 108 Pure Questioning
111
+ 109 Pure Questioning
112
+ 110 Pure Questioning
113
+ 111 Assertive Questioning
114
+ 112 Pure Questioning
115
+ 113 Pure Questioning
116
+ 114 Pure Questioning
117
+ 115 Pure Questioning
118
+ 116 Assertive Questioning
119
+ 117 Pure Questioning
120
+ 118 Assertive Questioning
121
+ 119 Pure Questioning
122
+ 120 Pure Questioning
123
+ 121 Pure Questioning
124
+ 122 Pure Questioning
125
+ 123 Pure Questioning
126
+ 124 Pure Questioning
127
+ 125 Rhetorical Questioning
128
+ 126 Pure Questioning
129
+ 127 Pure Questioning
130
+ 128 Pure Questioning
131
+ 129 Assertive Questioning
132
+ 130 Pure Questioning
133
+ 131 Pure Questioning
134
+ 132 Assertive Questioning
135
+ 133 Assertive Questioning
136
+ 134 Pure Questioning
137
+ 135 Pure Questioning
138
+ 136 Pure Questioning
139
+ 137 Pure Questioning
140
+ 138 Pure Questioning
141
+ 139 Pure Questioning
142
+ 140 Pure Questioning
143
+ 141 Pure Questioning
144
+ 142 Pure Questioning
145
+ 143 Rhetorical Questioning
146
+ 144 Rhetorical Questioning
147
+ 145 Pure Questioning
148
+ 146 Assertive Questioning
149
+ 147 Assertive Questioning
150
+ 148 Assertive Questioning
151
+ 149 Assertive Questioning
152
+ 150 Pure Questioning
153
+ 151 Pure Questioning
154
+ 152 Pure Questioning
155
+ 153 Rhetorical Questioning
156
+ 154 Pure Questioning
157
+ 155 Pure Questioning
158
+ 156 Pure Questioning
159
+ 157 Pure Questioning
160
+ 158 Pure Questioning
161
+ 159 Pure Questioning
162
+ 160 Pure Questioning
163
+ 161 Pure Questioning
164
+ 162 Pure Questioning
165
+ 163 Pure Questioning
166
+ 164 Pure Questioning
167
+ 165 Rhetorical Questioning
168
+ 166 Pure Questioning
169
+ 167 Pure Questioning
170
+ 168 Pure Questioning
171
+ 169 Pure Questioning
172
+ 170 Pure Questioning
173
+ 171 Pure Questioning
174
+ 172 Pure Questioning
175
+ 173 Assertive Questioning
176
+ 174 Assertive Questioning
177
+ 175 Pure Questioning
178
+ 176 Pure Questioning
179
+ 177 Pure Questioning
180
+ 178 Pure Questioning
181
+ 179 Pure Questioning
182
+ 180 Pure Questioning
183
+ 181 Rhetorical Questioning
184
+ 182 Pure Questioning
185
+ 183 Pure Questioning
186
+ 184 Pure Questioning
187
+ 185 Pure Questioning
188
+ 186 Pure Questioning
189
+ 187 Pure Questioning
190
+ 188 Pure Questioning
191
+ 189 Rhetorical Questioning
192
+ 190 Assertive Questioning
193
+ 191 Pure Questioning
194
+ 192 Rhetorical Questioning
195
+ 193 Pure Questioning
196
+ 194 Pure Questioning
197
+ 195 Assertive Questioning
198
+ 196 Pure Questioning
199
+ 197 Pure Questioning
200
+ 198 Pure Questioning
201
+ 199 Pure Questioning
202
+ 200 Pure Questioning
203
+ 201 Pure Questioning
204
+ 202 Pure Questioning
205
+ 203 Pure Questioning
206
+ 204 Pure Questioning
207
+ 205 Pure Questioning
208
+ 206 Pure Questioning
209
+ 207 Rhetorical Questioning
210
+ 208 Pure Questioning
211
+ 209 Pure Questioning
212
+ 210 Pure Questioning
213
+ 211 Pure Questioning
214
+ 212 Pure Questioning
215
+ 213 Pure Questioning
216
+ 214 Pure Questioning
217
+ 215 Pure Questioning
218
+ 216 Pure Questioning
219
+ 217 Pure Questioning
220
+ 218 Pure Questioning
221
+ 219 Pure Questioning
222
+ 220 Assertive Questioning
223
+ 221 Pure Questioning
224
+ 222 Pure Questioning
225
+ 223 Pure Questioning
226
+ 224 Pure Questioning
227
+ 225 Rhetorical Questioning
228
+ 226 Pure Questioning
229
+ 227 Rhetorical Questioning
230
+ 228 Pure Questioning
231
+ 229 Pure Questioning
232
+ 230 Rhetorical Questioning
233
+ 231 Rhetorical Questioning
234
+ 232 Assertive Questioning
235
+ 233 Pure Questioning
236
+ 234 Pure Questioning
237
+ 235 Rhetorical Questioning
238
+ 236 Pure Questioning
239
+ 237 Rhetorical Questioning
240
+ 238 Rhetorical Questioning
241
+ 239 Pure Questioning
242
+ 240 Rhetorical Questioning
243
+ 241 Pure Questioning
244
+ 242 Pure Questioning
245
+ 243 Assertive Questioning
246
+ 244 Pure Questioning
247
+ 245 Rhetorical Questioning
248
+ 246 Rhetorical Questioning
249
+ 247 Assertive Questioning
250
+ 248 Pure Questioning
251
+ 249 Rhetorical Questioning
252
+ 250 Pure Questioning
253
+ 251 Rhetorical Questioning
254
+ 252 Rhetorical Questioning
255
+ 253 Rhetorical Questioning
256
+ 254 Pure Questioning
257
+ 255 Pure Questioning
258
+ 256 Pure Questioning
259
+ 257 Pure Questioning
260
+ 258 Pure Questioning
261
+ 259 Pure Questioning
262
+ 260 Assertive Questioning
263
+ 261 Pure Questioning
264
+ 262 Pure Questioning
265
+ 263 Pure Questioning
266
+ 264 Pure Questioning
267
+ 265 Pure Questioning
268
+ 266 Pure Questioning
269
+ 267 Rhetorical Questioning
270
+ 268 Assertive Questioning
271
+ 269 Pure Questioning
272
+ 270 Pure Questioning
273
+ 271 Pure Questioning
274
+ 272 Pure Questioning
275
+ 273 Pure Questioning
276
+ 274 Pure Questioning
277
+ 275 Pure Questioning
278
+ 276 Pure Questioning
279
+ 277 Pure Questioning
280
+ 278 Pure Questioning
281
+ 279 Pure Questioning
282
+ 280 Pure Questioning
283
+ 281 Pure Questioning
284
+ 282 Assertive Questioning
285
+ 283 Pure Questioning
286
+ 284 Pure Questioning
287
+ 285 Pure Questioning
288
+ 286 Pure Questioning
289
+ 287 Pure Questioning
290
+ 288 Pure Questioning
291
+ 289 Pure Questioning
292
+ 290 Rhetorical Questioning
293
+ 291 Pure Questioning
294
+ 292 Pure Questioning
295
+ 293 Pure Questioning
296
+ 294 Pure Questioning
297
+ 295 Pure Questioning
298
+ 296 Assertive Questioning
299
+ 297 Pure Questioning
300
+ 298 Pure Questioning
301
+ 299 Pure Questioning
302
+ 300 Pure Questioning
303
+ 301 Pure Questioning
304
+ 302 Rhetorical Questioning
305
+ 303 Assertive Questioning
306
+ 304 Pure Questioning
307
+ 305 Pure Questioning
308
+ 306 Pure Questioning
309
+ 307 Pure Questioning
310
+ 308 Assertive Questioning
311
+ 309 Pure Questioning
312
+ 310 Assertive Questioning
313
+ 311 Pure Questioning
314
+ 312 Pure Questioning
315
+ 313 Pure Questioning
316
+ 314 Pure Questioning
317
+ 315 Pure Questioning
318
+ 316 Pure Questioning
319
+ 317 Pure Questioning
320
+ 318 Pure Questioning
321
+ 319 Pure Questioning
322
+ 320 Rhetorical Questioning
323
+ 321 Pure Questioning
324
+ 322 Pure Questioning
325
+ 323 Pure Questioning
326
+ 324 Pure Questioning
327
+ 325 Pure Questioning
328
+ 326 Pure Questioning
329
+ 327 Pure Questioning
330
+ 328 Pure Questioning
331
+ 329 Assertive Questioning
332
+ 330 Rhetorical Questioning
333
+ 331 Pure Questioning
334
+ 332 Pure Questioning
335
+ 333 Pure Questioning
336
+ 334 Pure Questioning
337
+ 335 Pure Questioning
338
+ 336 Pure Questioning
339
+ 337 Pure Questioning
340
+ 338 Assertive Questioning
341
+ 339 Assertive Questioning
342
+ 340 Pure Questioning
343
+ 341 Pure Questioning
344
+ 342 Assertive Questioning
345
+ 343 Pure Questioning
346
+ 344 Pure Questioning
347
+ 345 Pure Questioning
348
+ 346 Rhetorical Questioning
349
+ 347 Rhetorical Questioning
350
+ 348 Pure Questioning
351
+ 349 Pure Questioning
352
+ 350 Pure Questioning
353
+ 351 Pure Questioning
354
+ 352 Pure Questioning
355
+ 353 Pure Questioning
356
+ 354 Pure Questioning
357
+ 355 Pure Questioning
358
+ 356 Pure Questioning
359
+ 357 Pure Questioning
360
+ 358 Pure Questioning
361
+ 359 Pure Questioning
362
+ 360 Pure Questioning
363
+ 361 Pure Questioning
364
+ 362 Rhetorical Questioning
365
+ 363 Rhetorical Questioning
366
+ 364 Rhetorical Questioning
367
+ 365 Pure Questioning
368
+ 366 Pure Questioning
369
+ 367 Rhetorical Questioning
370
+ 368 Rhetorical Questioning
371
+ 369 Pure Questioning
372
+ 370 Pure Questioning
373
+ 371 Pure Questioning
374
+ 372 Pure Questioning
375
+ 373 Pure Questioning
376
+ 374 Rhetorical Questioning
377
+ 375 Pure Questioning
378
+ 376 Assertive Questioning
379
+ 377 Pure Questioning
380
+ 378 Pure Questioning
381
+ 379 Pure Questioning
382
+ 380 Rhetorical Questioning
383
+ 381 Rhetorical Questioning
384
+ 382 Pure Questioning
385
+ 383 Pure Questioning
386
+ 384 Pure Questioning
387
+ 385 Pure Questioning
388
+ 386 Pure Questioning
389
+ 387 Pure Questioning
390
+ 388 Pure Questioning
391
+ 389 Pure Questioning
392
+ 390 Pure Questioning
393
+ 391 Pure Questioning
394
+ 392 Pure Questioning
395
+ 393 Pure Questioning
396
+ 394 Pure Questioning
397
+ 395 Pure Questioning
398
+ 396 Assertive Questioning
399
+ 397 Assertive Questioning
400
+ 398 Pure Questioning
401
+ 399 Pure Questioning
402
+ 400 Pure Questioning
403
+ 401 Pure Questioning
404
+ 402 Pure Questioning
405
+ 403 Assertive Questioning
406
+ 404 Pure Questioning
407
+ 405 Assertive Questioning
408
+ 406 Pure Questioning
409
+ 407 Pure Questioning
410
+ 408 Rhetorical Questioning
411
+ 409 Pure Questioning
412
+ 410 Pure Questioning
413
+ 411 Pure Questioning
414
+ 412 Pure Questioning
415
+ 413 Pure Questioning
416
+ 414 Pure Questioning
417
+ 415 Rhetorical Questioning
418
+ 416 Pure Questioning
419
+ 417 Pure Questioning
420
+ 418 Pure Questioning
421
+ 419 Assertive Questioning
422
+ 420 Pure Questioning
423
+ 421 Pure Questioning
424
+ 422 Assertive Questioning
425
+ 423 Assertive Questioning
426
+ 424 Pure Questioning
427
+ 425 Pure Questioning
428
+ 426 Pure Questioning
429
+ 427 Pure Questioning
430
+ 428 Assertive Questioning
431
+ 429 Assertive Questioning
432
+ 430 Pure Questioning
433
+ 431 Pure Questioning
434
+ 432 Rhetorical Questioning
435
+ 433 Pure Questioning
436
+ 434 Rhetorical Questioning
437
+ 435 Assertive Questioning
438
+ 436 Pure Questioning
439
+ 437 Pure Questioning
440
+ 438 Pure Questioning
441
+ 439 Pure Questioning
442
+ 440 Assertive Questioning
443
+ 441 Pure Questioning
444
+ 442 Pure Questioning
445
+ 443 Pure Questioning
446
+ 444 Pure Questioning
447
+ 445 Pure Questioning
448
+ 446 Assertive Questioning
449
+ 447 Pure Questioning
450
+ 448 Assertive Questioning
451
+ 449 Pure Questioning
452
+ 450 Pure Questioning
453
+ 451 Pure Questioning
454
+ 452 Assertive Questioning
455
+ 453 Pure Questioning
456
+ 454 Pure Questioning
457
+ 455 Pure Questioning
458
+ 456 Pure Questioning
459
+ 457 Pure Questioning
460
+ 458 Pure Questioning
461
+ 459 Pure Questioning
462
+ 460 Pure Questioning
463
+ 461 Pure Questioning
464
+ 462 Pure Questioning
465
+ 463 Pure Questioning
466
+ 464 Pure Questioning
467
+ 465 Pure Questioning
468
+ 466 Pure Questioning
469
+ 467 Pure Questioning
470
+ 468 Pure Questioning
471
+ 469 Rhetorical Questioning
472
+ 470 Pure Questioning
473
+ 471 Pure Questioning
474
+ 472 Assertive Questioning
475
+ 473 Assertive Questioning
476
+ 474 Pure Questioning
477
+ 475 Pure Questioning
478
+ 476 Pure Questioning
479
+ 477 Pure Questioning
480
+ 478 Pure Questioning
481
+ 479 Pure Questioning
482
+ 480 Pure Questioning
483
+ 481 Pure Questioning
484
+ 482 Pure Questioning
485
+ 483 Rhetorical Questioning
486
+ 484 Pure Questioning
487
+ 485 Pure Questioning
488
+ 486 Pure Questioning
489
+ 487 Assertive Questioning
490
+ 488 Pure Questioning
491
+ 489 Assertive Questioning
492
+ 490 Assertive Questioning
493
+ 491 Pure Questioning
494
+ 492 Pure Questioning
495
+ 493 Pure Questioning
496
+ 494 Rhetorical Questioning
497
+ 495 Rhetorical Questioning
498
+ 496 Pure Questioning
499
+ 497 Pure Questioning
500
+ 498 Pure Questioning
501
+ 499 Pure Questioning
502
+ 500 Pure Questioning
503
+ 501 Assertive Questioning
504
+ 502 Rhetorical Questioning
505
+ 503 Pure Questioning
506
+ 504 Rhetorical Questioning
507
+ 505 Pure Questioning
508
+ 506 Pure Questioning
509
+ 507 Rhetorical Questioning
510
+ 508 Rhetorical Questioning
511
+ 509 Rhetorical Questioning
512
+ 510 Assertive Questioning
513
+ 511 Pure Questioning
514
+ 512 Pure Questioning
515
+ 513 Pure Questioning
516
+ 514 Assertive Questioning
517
+ 515 Assertive Questioning
518
+ 516 Pure Questioning
519
+ 517 Rhetorical Questioning
520
+ 518 Pure Questioning
521
+ 519 Rhetorical Questioning
522
+ 520 Pure Questioning
523
+ 521 Pure Questioning
524
+ 522 Pure Questioning
525
+ 523 Pure Questioning
526
+ 524 Pure Questioning
527
+ 525 Assertive Questioning
528
+ 526 Pure Questioning
529
+ 527 Pure Questioning
530
+ 528 Pure Questioning
531
+ 529 Assertive Questioning
532
+ 530 Pure Questioning
533
+ 531 Assertive Questioning
534
+ 532 Pure Questioning
535
+ 533 Pure Questioning
536
+ 534 Rhetorical Questioning
537
+ 535 Pure Questioning
538
+ 536 Pure Questioning
539
+ 537 Assertive Questioning
540
+ 538 Pure Questioning
541
+ 539 Pure Questioning
542
+ 540 Rhetorical Questioning
543
+ 541 Pure Questioning
544
+ 542 Pure Questioning
545
+ 543 Pure Questioning
546
+ 544 Rhetorical Questioning
547
+ 545 Assertive Questioning
548
+ 546 Assertive Questioning
549
+ 547 Pure Questioning
550
+ 548 Pure Questioning
551
+ 549 Rhetorical Questioning
552
+ 550 Pure Questioning
553
+ 551 Pure Questioning
554
+ 552 Pure Questioning
555
+ 553 Assertive Questioning
556
+ 554 Pure Questioning
557
+ 555 Rhetorical Questioning
558
+ 556 Pure Questioning
559
+ 557 Assertive Questioning
560
+ 558 Rhetorical Questioning
561
+ 559 Pure Questioning
562
+ 560 Pure Questioning
563
+ 561 Rhetorical Questioning
564
+ 562 Rhetorical Questioning
565
+ 563 Assertive Questioning
566
+ 564 Pure Questioning
567
+ 565 Pure Questioning
568
+ 566 Pure Questioning
569
+ 567 Pure Questioning
570
+ 568 Pure Questioning
571
+ 569 Pure Questioning
572
+ 570 Pure Questioning
573
+ 571 Pure Questioning
574
+ 572 Pure Questioning
575
+ 573 Pure Questioning
576
+ 574 Pure Questioning
577
+ 575 Assertive Questioning
578
+ 576 Pure Questioning
579
+ 577 Pure Questioning
580
+ 578 Pure Questioning
581
+ 579 Pure Questioning
582
+ 580 Rhetorical Questioning
583
+ 581 Pure Questioning
584
+ 582 Rhetorical Questioning
585
+ 583 Pure Questioning
586
+ 584 Rhetorical Questioning
587
+ 585 Pure Questioning
588
+ 586 Pure Questioning
589
+ 587 Pure Questioning
590
+ 588 Pure Questioning
591
+ 589 Pure Questioning
592
+ 590 Assertive Questioning
593
+ 591 Pure Questioning
594
+ 592 Pure Questioning
595
+ 593 Assertive Questioning
596
+ 594 Pure Questioning
597
+ 595 Rhetorical Questioning
598
+ 596 Rhetorical Questioning
599
+ 597 Assertive Questioning
600
+ 598 Pure Questioning
601
+ 599 Pure Questioning
602
+ 600 Pure Questioning
603
+ 601 Pure Questioning
604
+ 602 Assertive Questioning
605
+ 603 Assertive Questioning
606
+ 604 Pure Questioning
607
+ 605 Pure Questioning
608
+ 606 Pure Questioning
609
+ 607 Pure Questioning
610
+ 608 Pure Questioning
611
+ 609 Assertive Questioning
612
+ 610 Pure Questioning
613
+ 611 Pure Questioning
614
+ 612 Rhetorical Questioning
615
+ 613 Pure Questioning
616
+ 614 Pure Questioning
617
+ 615 Pure Questioning
618
+ 616 Pure Questioning
619
+ 617 Pure Questioning
620
+ 618 Pure Questioning
621
+ 619 Pure Questioning
622
+ 620 Pure Questioning
623
+ 621 Assertive Questioning
624
+ 622 Rhetorical Questioning
625
+ 623 Assertive Questioning
626
+ 624 Assertive Questioning
627
+ 625 Assertive Questioning
628
+ 626 Rhetorical Questioning
629
+ 627 Rhetorical Questioning
630
+ 628 Rhetorical Questioning
631
+ 629 Pure Questioning
632
+ 630 Pure Questioning
633
+ 631 Pure Questioning
634
+ 632 Pure Questioning
635
+ 633 Pure Questioning
636
+ 634 Pure Questioning
637
+ 635 Assertive Questioning
638
+ 636 Pure Questioning
639
+ 637 Assertive Questioning
640
+ 638 Pure Questioning
641
+ 639 Pure Questioning
642
+ 640 Rhetorical Questioning
643
+ 641 Pure Questioning
644
+ 642 Pure Questioning
645
+ 643 Pure Questioning
646
+ 644 Pure Questioning
647
+ 645 Pure Questioning
648
+ 646 Pure Questioning
649
+ 647 Pure Questioning
650
+ 648 Pure Questioning
651
+ 649 Pure Questioning
652
+ 650 Pure Questioning
653
+ 651 Pure Questioning
654
+ 652 Pure Questioning
655
+ 653 Pure Questioning
656
+ 654 Assertive Questioning
657
+ 655 Pure Questioning
658
+ 656 Pure Questioning
659
+ 657 Pure Questioning
660
+ 658 Pure Questioning
661
+ 659 Pure Questioning
662
+ 660 Pure Questioning
663
+ 661 Pure Questioning
664
+ 662 Pure Questioning
ts_binary_bert-large-cased/.ipynb_checkpoints/special_tokens_map-checkpoint.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
ts_binary_bert-large-cased/.ipynb_checkpoints/tokenizer-checkpoint.json ADDED
The diff for this file is too large to render. See raw diff
 
ts_binary_bert-large-cased/.ipynb_checkpoints/tokenizer_config-checkpoint.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "clean_up_tokenization_spaces": true,
3
+ "cls_token": "[CLS]",
4
+ "do_lower_case": false,
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": "BertTokenizer",
12
+ "unk_token": "[UNK]"
13
+ }
ts_binary_bert-large-cased/.ipynb_checkpoints/train_results-checkpoint.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "train_loss": 0.3997061350574232,
4
+ "train_runtime": 408.043,
5
+ "train_samples": 4665,
6
+ "train_samples_per_second": 34.298,
7
+ "train_steps_per_second": 4.294
8
+ }
ts_binary_bert-large-cased/.ipynb_checkpoints/trainer_state-checkpoint.json ADDED
@@ -0,0 +1,43 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 3.0,
5
+ "global_step": 1752,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.86,
12
+ "learning_rate": 1.4292237442922376e-05,
13
+ "loss": 0.867,
14
+ "step": 500
15
+ },
16
+ {
17
+ "epoch": 1.71,
18
+ "learning_rate": 8.584474885844748e-06,
19
+ "loss": 0.3603,
20
+ "step": 1000
21
+ },
22
+ {
23
+ "epoch": 2.57,
24
+ "learning_rate": 2.876712328767123e-06,
25
+ "loss": 0.1261,
26
+ "step": 1500
27
+ },
28
+ {
29
+ "epoch": 3.0,
30
+ "step": 1752,
31
+ "total_flos": 1.0189393357212e+16,
32
+ "train_loss": 0.3997061350574232,
33
+ "train_runtime": 408.043,
34
+ "train_samples_per_second": 34.298,
35
+ "train_steps_per_second": 4.294
36
+ }
37
+ ],
38
+ "max_steps": 1752,
39
+ "num_train_epochs": 3,
40
+ "total_flos": 1.0189393357212e+16,
41
+ "trial_name": null,
42
+ "trial_params": null
43
+ }
ts_binary_bert-large-cased/.ipynb_checkpoints/vocab-checkpoint.txt ADDED
The diff for this file is too large to render. See raw diff
 
ts_binary_bert-large-cased/README.md ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ tags:
4
+ - generated_from_trainer
5
+ model-index:
6
+ - name: ts_binary_bert-large-cased
7
+ results: []
8
+ ---
9
+
10
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
11
+ should probably proofread and complete it, then remove this comment. -->
12
+
13
+ # ts_binary_bert-large-cased
14
+
15
+ This model is a fine-tuned version of [bert-large-cased](https://huggingface.co/bert-large-cased) on an unknown dataset.
16
+
17
+ ## Model description
18
+
19
+ More information needed
20
+
21
+ ## Intended uses & limitations
22
+
23
+ More information needed
24
+
25
+ ## Training and evaluation data
26
+
27
+ More information needed
28
+
29
+ ## Training procedure
30
+
31
+ ### Training hyperparameters
32
+
33
+ The following hyperparameters were used during training:
34
+ - learning_rate: 2e-05
35
+ - train_batch_size: 8
36
+ - eval_batch_size: 8
37
+ - seed: 42
38
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
39
+ - lr_scheduler_type: linear
40
+ - num_epochs: 3.0
41
+
42
+ ### Training results
43
+
44
+
45
+
46
+ ### Framework versions
47
+
48
+ - Transformers 4.30.1
49
+ - Pytorch 2.0.1+cu117
50
+ - Datasets 2.12.0
51
+ - Tokenizers 0.13.3
ts_binary_bert-large-cased/all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 3.0,
3
+ "train_loss": 0.3997061350574232,
4
+ "train_runtime": 408.043,
5
+ "train_samples": 4665,
6
+ "train_samples_per_second": 34.298,
7
+ "train_steps_per_second": 4.294
8
+ }
ts_binary_bert-large-cased/checkpoint-1000/config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "bert-large-cased",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "directionality": "bidi",
9
+ "finetuning_task": "question_type_classification",
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 1024,
14
+ "id2label": {
15
+ "0": "Assertive Questioning",
16
+ "1": "Pure Questioning",
17
+ "2": "Rhetorical Questioning"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 4096,
21
+ "label2id": {
22
+ "Assertive Questioning": 0,
23
+ "Pure Questioning": 1,
24
+ "Rhetorical Questioning": 2
25
+ },
26
+ "layer_norm_eps": 1e-12,
27
+ "max_position_embeddings": 512,
28
+ "model_type": "bert",
29
+ "num_attention_heads": 16,
30
+ "num_hidden_layers": 24,
31
+ "pad_token_id": 0,
32
+ "pooler_fc_size": 768,
33
+ "pooler_num_attention_heads": 12,
34
+ "pooler_num_fc_layers": 3,
35
+ "pooler_size_per_head": 128,
36
+ "pooler_type": "first_token_transform",
37
+ "position_embedding_type": "absolute",
38
+ "problem_type": "single_label_classification",
39
+ "torch_dtype": "float32",
40
+ "transformers_version": "4.30.1",
41
+ "type_vocab_size": 2,
42
+ "use_cache": true,
43
+ "vocab_size": 28996
44
+ }
ts_binary_bert-large-cased/checkpoint-1000/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f17ff0f3a704c038456dce13cec3c36280a6456aee2f5886578b2a60b2967d65
3
+ size 2668889605
ts_binary_bert-large-cased/checkpoint-1000/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c2fdc32e4eb1c112f9f1bb4c625727be893b8c448431b2961cab40ede6bff08d
3
+ size 1334468213
ts_binary_bert-large-cased/checkpoint-1000/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:88e7b68f7f1cdebc43f5a9b3ae419ad2180fd31d5abb38a907a125b556df838a
3
+ size 14575
ts_binary_bert-large-cased/checkpoint-1000/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ebf09bb129e8aca8a759bee908d6758e951a2d7c047a8b451399fc2c81e39a61
3
+ size 627
ts_binary_bert-large-cased/checkpoint-1000/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
ts_binary_bert-large-cased/checkpoint-1000/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ts_binary_bert-large-cased/checkpoint-1000/tokenizer_config.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "clean_up_tokenization_spaces": true,
3
+ "cls_token": "[CLS]",
4
+ "do_lower_case": false,
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": "BertTokenizer",
12
+ "unk_token": "[UNK]"
13
+ }
ts_binary_bert-large-cased/checkpoint-1000/trainer_state.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 1.7123287671232876,
5
+ "global_step": 1000,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.86,
12
+ "learning_rate": 1.4292237442922376e-05,
13
+ "loss": 0.867,
14
+ "step": 500
15
+ },
16
+ {
17
+ "epoch": 1.71,
18
+ "learning_rate": 8.584474885844748e-06,
19
+ "loss": 0.3603,
20
+ "step": 1000
21
+ }
22
+ ],
23
+ "max_steps": 1752,
24
+ "num_train_epochs": 3,
25
+ "total_flos": 5819494183936800.0,
26
+ "trial_name": null,
27
+ "trial_params": null
28
+ }
ts_binary_bert-large-cased/checkpoint-1000/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5135036f11b9a35ff578231ebf41a845740569f1bcfde6d5846e000ba8c053a0
3
+ size 3963
ts_binary_bert-large-cased/checkpoint-1000/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
ts_binary_bert-large-cased/checkpoint-1500/config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "bert-large-cased",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "directionality": "bidi",
9
+ "finetuning_task": "question_type_classification",
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 1024,
14
+ "id2label": {
15
+ "0": "Assertive Questioning",
16
+ "1": "Pure Questioning",
17
+ "2": "Rhetorical Questioning"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 4096,
21
+ "label2id": {
22
+ "Assertive Questioning": 0,
23
+ "Pure Questioning": 1,
24
+ "Rhetorical Questioning": 2
25
+ },
26
+ "layer_norm_eps": 1e-12,
27
+ "max_position_embeddings": 512,
28
+ "model_type": "bert",
29
+ "num_attention_heads": 16,
30
+ "num_hidden_layers": 24,
31
+ "pad_token_id": 0,
32
+ "pooler_fc_size": 768,
33
+ "pooler_num_attention_heads": 12,
34
+ "pooler_num_fc_layers": 3,
35
+ "pooler_size_per_head": 128,
36
+ "pooler_type": "first_token_transform",
37
+ "position_embedding_type": "absolute",
38
+ "problem_type": "single_label_classification",
39
+ "torch_dtype": "float32",
40
+ "transformers_version": "4.30.1",
41
+ "type_vocab_size": 2,
42
+ "use_cache": true,
43
+ "vocab_size": 28996
44
+ }
ts_binary_bert-large-cased/checkpoint-1500/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7f520d1a60166787151b65335656124fd695faf0f28d5bdfa5a83dbb5760ba57
3
+ size 2668889605
ts_binary_bert-large-cased/checkpoint-1500/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ede44738642427902cf6b4b91762f5e6aca56cccc7ab27f64ea6ee87e5efcbb4
3
+ size 1334468213
ts_binary_bert-large-cased/checkpoint-1500/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c96e0e8a88d2ed2b8021106df5d0cd625c290eb582a1f2f72f3a8d55590cfa1
3
+ size 14575
ts_binary_bert-large-cased/checkpoint-1500/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:210ed4e76774d56905391442f3dd059a12dc844c791cb17e9639ca57298f5395
3
+ size 627
ts_binary_bert-large-cased/checkpoint-1500/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
ts_binary_bert-large-cased/checkpoint-1500/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ts_binary_bert-large-cased/checkpoint-1500/tokenizer_config.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "clean_up_tokenization_spaces": true,
3
+ "cls_token": "[CLS]",
4
+ "do_lower_case": false,
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": "BertTokenizer",
12
+ "unk_token": "[UNK]"
13
+ }
ts_binary_bert-large-cased/checkpoint-1500/trainer_state.json ADDED
@@ -0,0 +1,34 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 2.5684931506849313,
5
+ "global_step": 1500,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.86,
12
+ "learning_rate": 1.4292237442922376e-05,
13
+ "loss": 0.867,
14
+ "step": 500
15
+ },
16
+ {
17
+ "epoch": 1.71,
18
+ "learning_rate": 8.584474885844748e-06,
19
+ "loss": 0.3603,
20
+ "step": 1000
21
+ },
22
+ {
23
+ "epoch": 2.57,
24
+ "learning_rate": 2.876712328767123e-06,
25
+ "loss": 0.1261,
26
+ "step": 1500
27
+ }
28
+ ],
29
+ "max_steps": 1752,
30
+ "num_train_epochs": 3,
31
+ "total_flos": 8726693017473600.0,
32
+ "trial_name": null,
33
+ "trial_params": null
34
+ }
ts_binary_bert-large-cased/checkpoint-1500/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5135036f11b9a35ff578231ebf41a845740569f1bcfde6d5846e000ba8c053a0
3
+ size 3963
ts_binary_bert-large-cased/checkpoint-1500/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
ts_binary_bert-large-cased/checkpoint-500/config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "bert-large-cased",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "directionality": "bidi",
9
+ "finetuning_task": "question_type_classification",
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 1024,
14
+ "id2label": {
15
+ "0": "Assertive Questioning",
16
+ "1": "Pure Questioning",
17
+ "2": "Rhetorical Questioning"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 4096,
21
+ "label2id": {
22
+ "Assertive Questioning": 0,
23
+ "Pure Questioning": 1,
24
+ "Rhetorical Questioning": 2
25
+ },
26
+ "layer_norm_eps": 1e-12,
27
+ "max_position_embeddings": 512,
28
+ "model_type": "bert",
29
+ "num_attention_heads": 16,
30
+ "num_hidden_layers": 24,
31
+ "pad_token_id": 0,
32
+ "pooler_fc_size": 768,
33
+ "pooler_num_attention_heads": 12,
34
+ "pooler_num_fc_layers": 3,
35
+ "pooler_size_per_head": 128,
36
+ "pooler_type": "first_token_transform",
37
+ "position_embedding_type": "absolute",
38
+ "problem_type": "single_label_classification",
39
+ "torch_dtype": "float32",
40
+ "transformers_version": "4.30.1",
41
+ "type_vocab_size": 2,
42
+ "use_cache": true,
43
+ "vocab_size": 28996
44
+ }
ts_binary_bert-large-cased/checkpoint-500/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:353174ff39a7a6561a622e1e368ff3ed77dc7f541487ac8a4afc13d15051da52
3
+ size 2668889605
ts_binary_bert-large-cased/checkpoint-500/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8a3bb832450dba1306466fbaae57f71a964444e9630a09aff0b77a7ee33c9368
3
+ size 1334468213
ts_binary_bert-large-cased/checkpoint-500/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a1708942fc4f6cfb2ab8a78614d2c68322383ec9d02facd0d44063ff3794a3ad
3
+ size 14575
ts_binary_bert-large-cased/checkpoint-500/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:371489ee9d4bc7791321d0e1e45f1ca0d12aae1d1b3870839ed546e885e0ae04
3
+ size 627
ts_binary_bert-large-cased/checkpoint-500/special_tokens_map.json ADDED
@@ -0,0 +1,7 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "cls_token": "[CLS]",
3
+ "mask_token": "[MASK]",
4
+ "pad_token": "[PAD]",
5
+ "sep_token": "[SEP]",
6
+ "unk_token": "[UNK]"
7
+ }
ts_binary_bert-large-cased/checkpoint-500/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
ts_binary_bert-large-cased/checkpoint-500/tokenizer_config.json ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "clean_up_tokenization_spaces": true,
3
+ "cls_token": "[CLS]",
4
+ "do_lower_case": false,
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": "BertTokenizer",
12
+ "unk_token": "[UNK]"
13
+ }
ts_binary_bert-large-cased/checkpoint-500/trainer_state.json ADDED
@@ -0,0 +1,22 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 0.8561643835616438,
5
+ "global_step": 500,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.86,
12
+ "learning_rate": 1.4292237442922376e-05,
13
+ "loss": 0.867,
14
+ "step": 500
15
+ }
16
+ ],
17
+ "max_steps": 1752,
18
+ "num_train_epochs": 3,
19
+ "total_flos": 2912295350400000.0,
20
+ "trial_name": null,
21
+ "trial_params": null
22
+ }
ts_binary_bert-large-cased/checkpoint-500/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:5135036f11b9a35ff578231ebf41a845740569f1bcfde6d5846e000ba8c053a0
3
+ size 3963
ts_binary_bert-large-cased/checkpoint-500/vocab.txt ADDED
The diff for this file is too large to render. See raw diff
 
ts_binary_bert-large-cased/config.json ADDED
@@ -0,0 +1,44 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "bert-large-cased",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "directionality": "bidi",
9
+ "finetuning_task": "question_type_classification",
10
+ "gradient_checkpointing": false,
11
+ "hidden_act": "gelu",
12
+ "hidden_dropout_prob": 0.1,
13
+ "hidden_size": 1024,
14
+ "id2label": {
15
+ "0": "Assertive Questioning",
16
+ "1": "Pure Questioning",
17
+ "2": "Rhetorical Questioning"
18
+ },
19
+ "initializer_range": 0.02,
20
+ "intermediate_size": 4096,
21
+ "label2id": {
22
+ "Assertive Questioning": 0,
23
+ "Pure Questioning": 1,
24
+ "Rhetorical Questioning": 2
25
+ },
26
+ "layer_norm_eps": 1e-12,
27
+ "max_position_embeddings": 512,
28
+ "model_type": "bert",
29
+ "num_attention_heads": 16,
30
+ "num_hidden_layers": 24,
31
+ "pad_token_id": 0,
32
+ "pooler_fc_size": 768,
33
+ "pooler_num_attention_heads": 12,
34
+ "pooler_num_fc_layers": 3,
35
+ "pooler_size_per_head": 128,
36
+ "pooler_type": "first_token_transform",
37
+ "position_embedding_type": "absolute",
38
+ "problem_type": "single_label_classification",
39
+ "torch_dtype": "float32",
40
+ "transformers_version": "4.30.1",
41
+ "type_vocab_size": 2,
42
+ "use_cache": true,
43
+ "vocab_size": 28996
44
+ }
ts_binary_bert-large-cased/predict_results_question_type_classification.txt ADDED
@@ -0,0 +1,664 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ index prediction
2
+ 0 Pure Questioning
3
+ 1 Pure Questioning
4
+ 2 Assertive Questioning
5
+ 3 Pure Questioning
6
+ 4 Pure Questioning
7
+ 5 Rhetorical Questioning
8
+ 6 Assertive Questioning
9
+ 7 Pure Questioning
10
+ 8 Pure Questioning
11
+ 9 Pure Questioning
12
+ 10 Assertive Questioning
13
+ 11 Rhetorical Questioning
14
+ 12 Pure Questioning
15
+ 13 Pure Questioning
16
+ 14 Pure Questioning
17
+ 15 Pure Questioning
18
+ 16 Pure Questioning
19
+ 17 Pure Questioning
20
+ 18 Pure Questioning
21
+ 19 Pure Questioning
22
+ 20 Pure Questioning
23
+ 21 Pure Questioning
24
+ 22 Pure Questioning
25
+ 23 Pure Questioning
26
+ 24 Pure Questioning
27
+ 25 Pure Questioning
28
+ 26 Rhetorical Questioning
29
+ 27 Pure Questioning
30
+ 28 Assertive Questioning
31
+ 29 Pure Questioning
32
+ 30 Pure Questioning
33
+ 31 Assertive Questioning
34
+ 32 Pure Questioning
35
+ 33 Pure Questioning
36
+ 34 Pure Questioning
37
+ 35 Pure Questioning
38
+ 36 Pure Questioning
39
+ 37 Pure Questioning
40
+ 38 Pure Questioning
41
+ 39 Rhetorical Questioning
42
+ 40 Assertive Questioning
43
+ 41 Pure Questioning
44
+ 42 Pure Questioning
45
+ 43 Pure Questioning
46
+ 44 Pure Questioning
47
+ 45 Pure Questioning
48
+ 46 Pure Questioning
49
+ 47 Assertive Questioning
50
+ 48 Pure Questioning
51
+ 49 Pure Questioning
52
+ 50 Rhetorical Questioning
53
+ 51 Pure Questioning
54
+ 52 Rhetorical Questioning
55
+ 53 Assertive Questioning
56
+ 54 Pure Questioning
57
+ 55 Pure Questioning
58
+ 56 Pure Questioning
59
+ 57 Pure Questioning
60
+ 58 Pure Questioning
61
+ 59 Pure Questioning
62
+ 60 Pure Questioning
63
+ 61 Pure Questioning
64
+ 62 Pure Questioning
65
+ 63 Pure Questioning
66
+ 64 Pure Questioning
67
+ 65 Pure Questioning
68
+ 66 Pure Questioning
69
+ 67 Pure Questioning
70
+ 68 Pure Questioning
71
+ 69 Pure Questioning
72
+ 70 Pure Questioning
73
+ 71 Pure Questioning
74
+ 72 Pure Questioning
75
+ 73 Pure Questioning
76
+ 74 Pure Questioning
77
+ 75 Pure Questioning
78
+ 76 Rhetorical Questioning
79
+ 77 Pure Questioning
80
+ 78 Pure Questioning
81
+ 79 Pure Questioning
82
+ 80 Pure Questioning
83
+ 81 Pure Questioning
84
+ 82 Pure Questioning
85
+ 83 Pure Questioning
86
+ 84 Pure Questioning
87
+ 85 Pure Questioning
88
+ 86 Pure Questioning
89
+ 87 Assertive Questioning
90
+ 88 Pure Questioning
91
+ 89 Pure Questioning
92
+ 90 Pure Questioning
93
+ 91 Rhetorical Questioning
94
+ 92 Pure Questioning
95
+ 93 Pure Questioning
96
+ 94 Pure Questioning
97
+ 95 Pure Questioning
98
+ 96 Pure Questioning
99
+ 97 Pure Questioning
100
+ 98 Rhetorical Questioning
101
+ 99 Pure Questioning
102
+ 100 Pure Questioning
103
+ 101 Pure Questioning
104
+ 102 Pure Questioning
105
+ 103 Pure Questioning
106
+ 104 Pure Questioning
107
+ 105 Pure Questioning
108
+ 106 Pure Questioning
109
+ 107 Pure Questioning
110
+ 108 Pure Questioning
111
+ 109 Pure Questioning
112
+ 110 Pure Questioning
113
+ 111 Assertive Questioning
114
+ 112 Pure Questioning
115
+ 113 Pure Questioning
116
+ 114 Pure Questioning
117
+ 115 Pure Questioning
118
+ 116 Assertive Questioning
119
+ 117 Pure Questioning
120
+ 118 Assertive Questioning
121
+ 119 Pure Questioning
122
+ 120 Pure Questioning
123
+ 121 Pure Questioning
124
+ 122 Pure Questioning
125
+ 123 Pure Questioning
126
+ 124 Pure Questioning
127
+ 125 Rhetorical Questioning
128
+ 126 Pure Questioning
129
+ 127 Pure Questioning
130
+ 128 Pure Questioning
131
+ 129 Assertive Questioning
132
+ 130 Pure Questioning
133
+ 131 Pure Questioning
134
+ 132 Assertive Questioning
135
+ 133 Assertive Questioning
136
+ 134 Pure Questioning
137
+ 135 Pure Questioning
138
+ 136 Pure Questioning
139
+ 137 Pure Questioning
140
+ 138 Pure Questioning
141
+ 139 Pure Questioning
142
+ 140 Pure Questioning
143
+ 141 Pure Questioning
144
+ 142 Pure Questioning
145
+ 143 Rhetorical Questioning
146
+ 144 Rhetorical Questioning
147
+ 145 Pure Questioning
148
+ 146 Assertive Questioning
149
+ 147 Assertive Questioning
150
+ 148 Assertive Questioning
151
+ 149 Assertive Questioning
152
+ 150 Pure Questioning
153
+ 151 Pure Questioning
154
+ 152 Pure Questioning
155
+ 153 Rhetorical Questioning
156
+ 154 Pure Questioning
157
+ 155 Pure Questioning
158
+ 156 Pure Questioning
159
+ 157 Pure Questioning
160
+ 158 Pure Questioning
161
+ 159 Pure Questioning
162
+ 160 Pure Questioning
163
+ 161 Pure Questioning
164
+ 162 Pure Questioning
165
+ 163 Pure Questioning
166
+ 164 Pure Questioning
167
+ 165 Rhetorical Questioning
168
+ 166 Pure Questioning
169
+ 167 Pure Questioning
170
+ 168 Pure Questioning
171
+ 169 Pure Questioning
172
+ 170 Pure Questioning
173
+ 171 Pure Questioning
174
+ 172 Pure Questioning
175
+ 173 Assertive Questioning
176
+ 174 Assertive Questioning
177
+ 175 Pure Questioning
178
+ 176 Pure Questioning
179
+ 177 Pure Questioning
180
+ 178 Pure Questioning
181
+ 179 Pure Questioning
182
+ 180 Pure Questioning
183
+ 181 Rhetorical Questioning
184
+ 182 Pure Questioning
185
+ 183 Pure Questioning
186
+ 184 Pure Questioning
187
+ 185 Pure Questioning
188
+ 186 Pure Questioning
189
+ 187 Pure Questioning
190
+ 188 Pure Questioning
191
+ 189 Rhetorical Questioning
192
+ 190 Assertive Questioning
193
+ 191 Pure Questioning
194
+ 192 Rhetorical Questioning
195
+ 193 Pure Questioning
196
+ 194 Pure Questioning
197
+ 195 Assertive Questioning
198
+ 196 Pure Questioning
199
+ 197 Pure Questioning
200
+ 198 Pure Questioning
201
+ 199 Pure Questioning
202
+ 200 Pure Questioning
203
+ 201 Pure Questioning
204
+ 202 Pure Questioning
205
+ 203 Pure Questioning
206
+ 204 Pure Questioning
207
+ 205 Pure Questioning
208
+ 206 Pure Questioning
209
+ 207 Rhetorical Questioning
210
+ 208 Pure Questioning
211
+ 209 Pure Questioning
212
+ 210 Pure Questioning
213
+ 211 Pure Questioning
214
+ 212 Pure Questioning
215
+ 213 Pure Questioning
216
+ 214 Pure Questioning
217
+ 215 Pure Questioning
218
+ 216 Pure Questioning
219
+ 217 Pure Questioning
220
+ 218 Pure Questioning
221
+ 219 Pure Questioning
222
+ 220 Assertive Questioning
223
+ 221 Pure Questioning
224
+ 222 Pure Questioning
225
+ 223 Pure Questioning
226
+ 224 Pure Questioning
227
+ 225 Rhetorical Questioning
228
+ 226 Pure Questioning
229
+ 227 Rhetorical Questioning
230
+ 228 Pure Questioning
231
+ 229 Pure Questioning
232
+ 230 Rhetorical Questioning
233
+ 231 Rhetorical Questioning
234
+ 232 Assertive Questioning
235
+ 233 Pure Questioning
236
+ 234 Pure Questioning
237
+ 235 Rhetorical Questioning
238
+ 236 Pure Questioning
239
+ 237 Rhetorical Questioning
240
+ 238 Rhetorical Questioning
241
+ 239 Pure Questioning
242
+ 240 Rhetorical Questioning
243
+ 241 Pure Questioning
244
+ 242 Pure Questioning
245
+ 243 Assertive Questioning
246
+ 244 Pure Questioning
247
+ 245 Rhetorical Questioning
248
+ 246 Rhetorical Questioning
249
+ 247 Assertive Questioning
250
+ 248 Pure Questioning
251
+ 249 Rhetorical Questioning
252
+ 250 Pure Questioning
253
+ 251 Rhetorical Questioning
254
+ 252 Rhetorical Questioning
255
+ 253 Rhetorical Questioning
256
+ 254 Pure Questioning
257
+ 255 Pure Questioning
258
+ 256 Pure Questioning
259
+ 257 Pure Questioning
260
+ 258 Pure Questioning
261
+ 259 Pure Questioning
262
+ 260 Assertive Questioning
263
+ 261 Pure Questioning
264
+ 262 Pure Questioning
265
+ 263 Pure Questioning
266
+ 264 Pure Questioning
267
+ 265 Pure Questioning
268
+ 266 Pure Questioning
269
+ 267 Rhetorical Questioning
270
+ 268 Assertive Questioning
271
+ 269 Pure Questioning
272
+ 270 Pure Questioning
273
+ 271 Pure Questioning
274
+ 272 Pure Questioning
275
+ 273 Pure Questioning
276
+ 274 Pure Questioning
277
+ 275 Pure Questioning
278
+ 276 Pure Questioning
279
+ 277 Pure Questioning
280
+ 278 Pure Questioning
281
+ 279 Pure Questioning
282
+ 280 Pure Questioning
283
+ 281 Pure Questioning
284
+ 282 Assertive Questioning
285
+ 283 Pure Questioning
286
+ 284 Pure Questioning
287
+ 285 Pure Questioning
288
+ 286 Pure Questioning
289
+ 287 Pure Questioning
290
+ 288 Pure Questioning
291
+ 289 Pure Questioning
292
+ 290 Rhetorical Questioning
293
+ 291 Pure Questioning
294
+ 292 Pure Questioning
295
+ 293 Pure Questioning
296
+ 294 Pure Questioning
297
+ 295 Pure Questioning
298
+ 296 Assertive Questioning
299
+ 297 Pure Questioning
300
+ 298 Pure Questioning
301
+ 299 Pure Questioning
302
+ 300 Pure Questioning
303
+ 301 Pure Questioning
304
+ 302 Rhetorical Questioning
305
+ 303 Assertive Questioning
306
+ 304 Pure Questioning
307
+ 305 Pure Questioning
308
+ 306 Pure Questioning
309
+ 307 Pure Questioning
310
+ 308 Assertive Questioning
311
+ 309 Pure Questioning
312
+ 310 Assertive Questioning
313
+ 311 Pure Questioning
314
+ 312 Pure Questioning
315
+ 313 Pure Questioning
316
+ 314 Pure Questioning
317
+ 315 Pure Questioning
318
+ 316 Pure Questioning
319
+ 317 Pure Questioning
320
+ 318 Pure Questioning
321
+ 319 Pure Questioning
322
+ 320 Rhetorical Questioning
323
+ 321 Pure Questioning
324
+ 322 Pure Questioning
325
+ 323 Pure Questioning
326
+ 324 Pure Questioning
327
+ 325 Pure Questioning
328
+ 326 Pure Questioning
329
+ 327 Pure Questioning
330
+ 328 Pure Questioning
331
+ 329 Assertive Questioning
332
+ 330 Rhetorical Questioning
333
+ 331 Pure Questioning
334
+ 332 Pure Questioning
335
+ 333 Pure Questioning
336
+ 334 Pure Questioning
337
+ 335 Pure Questioning
338
+ 336 Pure Questioning
339
+ 337 Pure Questioning
340
+ 338 Assertive Questioning
341
+ 339 Assertive Questioning
342
+ 340 Pure Questioning
343
+ 341 Pure Questioning
344
+ 342 Assertive Questioning
345
+ 343 Pure Questioning
346
+ 344 Pure Questioning
347
+ 345 Pure Questioning
348
+ 346 Rhetorical Questioning
349
+ 347 Rhetorical Questioning
350
+ 348 Pure Questioning
351
+ 349 Pure Questioning
352
+ 350 Pure Questioning
353
+ 351 Pure Questioning
354
+ 352 Pure Questioning
355
+ 353 Pure Questioning
356
+ 354 Pure Questioning
357
+ 355 Pure Questioning
358
+ 356 Pure Questioning
359
+ 357 Pure Questioning
360
+ 358 Pure Questioning
361
+ 359 Pure Questioning
362
+ 360 Pure Questioning
363
+ 361 Pure Questioning
364
+ 362 Rhetorical Questioning
365
+ 363 Rhetorical Questioning
366
+ 364 Rhetorical Questioning
367
+ 365 Pure Questioning
368
+ 366 Pure Questioning
369
+ 367 Rhetorical Questioning
370
+ 368 Rhetorical Questioning
371
+ 369 Pure Questioning
372
+ 370 Pure Questioning
373
+ 371 Pure Questioning
374
+ 372 Pure Questioning
375
+ 373 Pure Questioning
376
+ 374 Rhetorical Questioning
377
+ 375 Pure Questioning
378
+ 376 Assertive Questioning
379
+ 377 Pure Questioning
380
+ 378 Pure Questioning
381
+ 379 Pure Questioning
382
+ 380 Rhetorical Questioning
383
+ 381 Rhetorical Questioning
384
+ 382 Pure Questioning
385
+ 383 Pure Questioning
386
+ 384 Pure Questioning
387
+ 385 Pure Questioning
388
+ 386 Pure Questioning
389
+ 387 Pure Questioning
390
+ 388 Pure Questioning
391
+ 389 Pure Questioning
392
+ 390 Pure Questioning
393
+ 391 Pure Questioning
394
+ 392 Pure Questioning
395
+ 393 Pure Questioning
396
+ 394 Pure Questioning
397
+ 395 Pure Questioning
398
+ 396 Assertive Questioning
399
+ 397 Assertive Questioning
400
+ 398 Pure Questioning
401
+ 399 Pure Questioning
402
+ 400 Pure Questioning
403
+ 401 Pure Questioning
404
+ 402 Pure Questioning
405
+ 403 Assertive Questioning
406
+ 404 Pure Questioning
407
+ 405 Assertive Questioning
408
+ 406 Pure Questioning
409
+ 407 Pure Questioning
410
+ 408 Rhetorical Questioning
411
+ 409 Pure Questioning
412
+ 410 Pure Questioning
413
+ 411 Pure Questioning
414
+ 412 Pure Questioning
415
+ 413 Pure Questioning
416
+ 414 Pure Questioning
417
+ 415 Rhetorical Questioning
418
+ 416 Pure Questioning
419
+ 417 Pure Questioning
420
+ 418 Pure Questioning
421
+ 419 Assertive Questioning
422
+ 420 Pure Questioning
423
+ 421 Pure Questioning
424
+ 422 Assertive Questioning
425
+ 423 Assertive Questioning
426
+ 424 Pure Questioning
427
+ 425 Pure Questioning
428
+ 426 Pure Questioning
429
+ 427 Pure Questioning
430
+ 428 Assertive Questioning
431
+ 429 Assertive Questioning
432
+ 430 Pure Questioning
433
+ 431 Pure Questioning
434
+ 432 Rhetorical Questioning
435
+ 433 Pure Questioning
436
+ 434 Rhetorical Questioning
437
+ 435 Assertive Questioning
438
+ 436 Pure Questioning
439
+ 437 Pure Questioning
440
+ 438 Pure Questioning
441
+ 439 Pure Questioning
442
+ 440 Assertive Questioning
443
+ 441 Pure Questioning
444
+ 442 Pure Questioning
445
+ 443 Pure Questioning
446
+ 444 Pure Questioning
447
+ 445 Pure Questioning
448
+ 446 Assertive Questioning
449
+ 447 Pure Questioning
450
+ 448 Assertive Questioning
451
+ 449 Pure Questioning
452
+ 450 Pure Questioning
453
+ 451 Pure Questioning
454
+ 452 Assertive Questioning
455
+ 453 Pure Questioning
456
+ 454 Pure Questioning
457
+ 455 Pure Questioning
458
+ 456 Pure Questioning
459
+ 457 Pure Questioning
460
+ 458 Pure Questioning
461
+ 459 Pure Questioning
462
+ 460 Pure Questioning
463
+ 461 Pure Questioning
464
+ 462 Pure Questioning
465
+ 463 Pure Questioning
466
+ 464 Pure Questioning
467
+ 465 Pure Questioning
468
+ 466 Pure Questioning
469
+ 467 Pure Questioning
470
+ 468 Pure Questioning
471
+ 469 Rhetorical Questioning
472
+ 470 Pure Questioning
473
+ 471 Pure Questioning
474
+ 472 Assertive Questioning
475
+ 473 Assertive Questioning
476
+ 474 Pure Questioning
477
+ 475 Pure Questioning
478
+ 476 Pure Questioning
479
+ 477 Pure Questioning
480
+ 478 Pure Questioning
481
+ 479 Pure Questioning
482
+ 480 Pure Questioning
483
+ 481 Pure Questioning
484
+ 482 Pure Questioning
485
+ 483 Rhetorical Questioning
486
+ 484 Pure Questioning
487
+ 485 Pure Questioning
488
+ 486 Pure Questioning
489
+ 487 Assertive Questioning
490
+ 488 Pure Questioning
491
+ 489 Assertive Questioning
492
+ 490 Assertive Questioning
493
+ 491 Pure Questioning
494
+ 492 Pure Questioning
495
+ 493 Pure Questioning
496
+ 494 Rhetorical Questioning
497
+ 495 Rhetorical Questioning
498
+ 496 Pure Questioning
499
+ 497 Pure Questioning
500
+ 498 Pure Questioning
501
+ 499 Pure Questioning
502
+ 500 Pure Questioning
503
+ 501 Assertive Questioning
504
+ 502 Rhetorical Questioning
505
+ 503 Pure Questioning
506
+ 504 Rhetorical Questioning
507
+ 505 Pure Questioning
508
+ 506 Pure Questioning
509
+ 507 Rhetorical Questioning
510
+ 508 Rhetorical Questioning
511
+ 509 Rhetorical Questioning
512
+ 510 Assertive Questioning
513
+ 511 Pure Questioning
514
+ 512 Pure Questioning
515
+ 513 Pure Questioning
516
+ 514 Assertive Questioning
517
+ 515 Assertive Questioning
518
+ 516 Pure Questioning
519
+ 517 Rhetorical Questioning
520
+ 518 Pure Questioning
521
+ 519 Rhetorical Questioning
522
+ 520 Pure Questioning
523
+ 521 Pure Questioning
524
+ 522 Pure Questioning
525
+ 523 Pure Questioning
526
+ 524 Pure Questioning
527
+ 525 Assertive Questioning
528
+ 526 Pure Questioning
529
+ 527 Pure Questioning
530
+ 528 Pure Questioning
531
+ 529 Assertive Questioning
532
+ 530 Pure Questioning
533
+ 531 Assertive Questioning
534
+ 532 Pure Questioning
535
+ 533 Pure Questioning
536
+ 534 Rhetorical Questioning
537
+ 535 Pure Questioning
538
+ 536 Pure Questioning
539
+ 537 Assertive Questioning
540
+ 538 Pure Questioning
541
+ 539 Pure Questioning
542
+ 540 Rhetorical Questioning
543
+ 541 Pure Questioning
544
+ 542 Pure Questioning
545
+ 543 Pure Questioning
546
+ 544 Rhetorical Questioning
547
+ 545 Assertive Questioning
548
+ 546 Assertive Questioning
549
+ 547 Pure Questioning
550
+ 548 Pure Questioning
551
+ 549 Rhetorical Questioning
552
+ 550 Pure Questioning
553
+ 551 Pure Questioning
554
+ 552 Pure Questioning
555
+ 553 Assertive Questioning
556
+ 554 Pure Questioning
557
+ 555 Rhetorical Questioning
558
+ 556 Pure Questioning
559
+ 557 Assertive Questioning
560
+ 558 Rhetorical Questioning
561
+ 559 Pure Questioning
562
+ 560 Pure Questioning
563
+ 561 Rhetorical Questioning
564
+ 562 Rhetorical Questioning
565
+ 563 Assertive Questioning
566
+ 564 Pure Questioning
567
+ 565 Pure Questioning
568
+ 566 Pure Questioning
569
+ 567 Pure Questioning
570
+ 568 Pure Questioning
571
+ 569 Pure Questioning
572
+ 570 Pure Questioning
573
+ 571 Pure Questioning
574
+ 572 Pure Questioning
575
+ 573 Pure Questioning
576
+ 574 Pure Questioning
577
+ 575 Assertive Questioning
578
+ 576 Pure Questioning
579
+ 577 Pure Questioning
580
+ 578 Pure Questioning
581
+ 579 Pure Questioning
582
+ 580 Rhetorical Questioning
583
+ 581 Pure Questioning
584
+ 582 Rhetorical Questioning
585
+ 583 Pure Questioning
586
+ 584 Rhetorical Questioning
587
+ 585 Pure Questioning
588
+ 586 Pure Questioning
589
+ 587 Pure Questioning
590
+ 588 Pure Questioning
591
+ 589 Pure Questioning
592
+ 590 Assertive Questioning
593
+ 591 Pure Questioning
594
+ 592 Pure Questioning
595
+ 593 Assertive Questioning
596
+ 594 Pure Questioning
597
+ 595 Rhetorical Questioning
598
+ 596 Rhetorical Questioning
599
+ 597 Assertive Questioning
600
+ 598 Pure Questioning
601
+ 599 Pure Questioning
602
+ 600 Pure Questioning
603
+ 601 Pure Questioning
604
+ 602 Assertive Questioning
605
+ 603 Assertive Questioning
606
+ 604 Pure Questioning
607
+ 605 Pure Questioning
608
+ 606 Pure Questioning
609
+ 607 Pure Questioning
610
+ 608 Pure Questioning
611
+ 609 Assertive Questioning
612
+ 610 Pure Questioning
613
+ 611 Pure Questioning
614
+ 612 Rhetorical Questioning
615
+ 613 Pure Questioning
616
+ 614 Pure Questioning
617
+ 615 Pure Questioning
618
+ 616 Pure Questioning
619
+ 617 Pure Questioning
620
+ 618 Pure Questioning
621
+ 619 Pure Questioning
622
+ 620 Pure Questioning
623
+ 621 Assertive Questioning
624
+ 622 Rhetorical Questioning
625
+ 623 Assertive Questioning
626
+ 624 Assertive Questioning
627
+ 625 Assertive Questioning
628
+ 626 Rhetorical Questioning
629
+ 627 Rhetorical Questioning
630
+ 628 Rhetorical Questioning
631
+ 629 Pure Questioning
632
+ 630 Pure Questioning
633
+ 631 Pure Questioning
634
+ 632 Pure Questioning
635
+ 633 Pure Questioning
636
+ 634 Pure Questioning
637
+ 635 Assertive Questioning
638
+ 636 Pure Questioning
639
+ 637 Assertive Questioning
640
+ 638 Pure Questioning
641
+ 639 Pure Questioning
642
+ 640 Rhetorical Questioning
643
+ 641 Pure Questioning
644
+ 642 Pure Questioning
645
+ 643 Pure Questioning
646
+ 644 Pure Questioning
647
+ 645 Pure Questioning
648
+ 646 Pure Questioning
649
+ 647 Pure Questioning
650
+ 648 Pure Questioning
651
+ 649 Pure Questioning
652
+ 650 Pure Questioning
653
+ 651 Pure Questioning
654
+ 652 Pure Questioning
655
+ 653 Pure Questioning
656
+ 654 Assertive Questioning
657
+ 655 Pure Questioning
658
+ 656 Pure Questioning
659
+ 657 Pure Questioning
660
+ 658 Pure Questioning
661
+ 659 Pure Questioning
662
+ 660 Pure Questioning
663
+ 661 Pure Questioning
664
+ 662 Pure Questioning
ts_binary_bert-large-cased/pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a11806f7de8dcfc34b40f37d0dd166b0b5cec49b1a0b5917c4a9ff074a9c9bf3
3
+ size 1334468213
ts_binary_bert-large-cased/runs/Oct28_12-52-40_Annatar/events.out.tfevents.1761652364.Annatar.48519.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:0e7bf1168688c78bb94faf7918f6488efb48cec8aba91e2cf20bb3f6f8775fff
3
+ size 4508
ts_binary_bert-large-cased/runs/Oct28_12-55-55_Annatar/events.out.tfevents.1761652559.Annatar.48988.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3bb605f9f5dba09623e657973c02d2a9bf5cad54a9dd5fb3d2b1433aeceb7e5b
3
+ size 4508
ts_binary_bert-large-cased/runs/Oct28_13-03-01_Annatar/events.out.tfevents.1761652985.Annatar.49471.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:39606698cc4c7fdf3daa56df4257af7aae61fca747efc79b5db4749bf6c22b15
3
+ size 4508