Hugging Face's logo

tner
/
twitter-roberta-base-2019-90m-tweetner7-2021

Token Classification
Transformers
PyTorch
roberta
Eval Results
Inference Endpoints
Model card Files Community
asahi417 commited on
Commit
f8a1cac
•
1 Parent(s): c0bdde5

add model

Browse files
Files changed (2) hide show
  1. config.json +680 -0
  2. pytorch_model.bin +3 -0
config.json ADDED
@@ -0,0 +1,680 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "cner_output/model/baseline_2021/t_roberta_base_2019/best_model",
3
+ "architectures": [
4
+ "RobertaForTokenClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "bos_token_id": 0,
8
+ "classifier_dropout": null,
9
+ "crf_state_dict": {
10
+ "_constraint_mask": [
11
+ [
12
+ 1.0,
13
+ 1.0,
14
+ 1.0,
15
+ 1.0,
16
+ 1.0,
17
+ 1.0,
18
+ 1.0,
19
+ 1.0,
20
+ 0.0,
21
+ 0.0,
22
+ 0.0,
23
+ 0.0,
24
+ 0.0,
25
+ 0.0,
26
+ 1.0,
27
+ 0.0,
28
+ 1.0
29
+ ],
30
+ [
31
+ 1.0,
32
+ 1.0,
33
+ 1.0,
34
+ 1.0,
35
+ 1.0,
36
+ 1.0,
37
+ 1.0,
38
+ 0.0,
39
+ 1.0,
40
+ 0.0,
41
+ 0.0,
42
+ 0.0,
43
+ 0.0,
44
+ 0.0,
45
+ 1.0,
46
+ 0.0,
47
+ 1.0
48
+ ],
49
+ [
50
+ 1.0,
51
+ 1.0,
52
+ 1.0,
53
+ 1.0,
54
+ 1.0,
55
+ 1.0,
56
+ 1.0,
57
+ 0.0,
58
+ 0.0,
59
+ 1.0,
60
+ 0.0,
61
+ 0.0,
62
+ 0.0,
63
+ 0.0,
64
+ 1.0,
65
+ 0.0,
66
+ 1.0
67
+ ],
68
+ [
69
+ 1.0,
70
+ 1.0,
71
+ 1.0,
72
+ 1.0,
73
+ 1.0,
74
+ 1.0,
75
+ 1.0,
76
+ 0.0,
77
+ 0.0,
78
+ 0.0,
79
+ 1.0,
80
+ 0.0,
81
+ 0.0,
82
+ 0.0,
83
+ 1.0,
84
+ 0.0,
85
+ 1.0
86
+ ],
87
+ [
88
+ 1.0,
89
+ 1.0,
90
+ 1.0,
91
+ 1.0,
92
+ 1.0,
93
+ 1.0,
94
+ 1.0,
95
+ 0.0,
96
+ 0.0,
97
+ 0.0,
98
+ 0.0,
99
+ 1.0,
100
+ 0.0,
101
+ 0.0,
102
+ 1.0,
103
+ 0.0,
104
+ 1.0
105
+ ],
106
+ [
107
+ 1.0,
108
+ 1.0,
109
+ 1.0,
110
+ 1.0,
111
+ 1.0,
112
+ 1.0,
113
+ 1.0,
114
+ 0.0,
115
+ 0.0,
116
+ 0.0,
117
+ 0.0,
118
+ 0.0,
119
+ 1.0,
120
+ 0.0,
121
+ 1.0,
122
+ 0.0,
123
+ 1.0
124
+ ],
125
+ [
126
+ 1.0,
127
+ 1.0,
128
+ 1.0,
129
+ 1.0,
130
+ 1.0,
131
+ 1.0,
132
+ 1.0,
133
+ 0.0,
134
+ 0.0,
135
+ 0.0,
136
+ 0.0,
137
+ 0.0,
138
+ 0.0,
139
+ 1.0,
140
+ 1.0,
141
+ 0.0,
142
+ 1.0
143
+ ],
144
+ [
145
+ 1.0,
146
+ 1.0,
147
+ 1.0,
148
+ 1.0,
149
+ 1.0,
150
+ 1.0,
151
+ 1.0,
152
+ 1.0,
153
+ 0.0,
154
+ 0.0,
155
+ 0.0,
156
+ 0.0,
157
+ 0.0,
158
+ 0.0,
159
+ 1.0,
160
+ 0.0,
161
+ 1.0
162
+ ],
163
+ [
164
+ 1.0,
165
+ 1.0,
166
+ 1.0,
167
+ 1.0,
168
+ 1.0,
169
+ 1.0,
170
+ 1.0,
171
+ 0.0,
172
+ 1.0,
173
+ 0.0,
174
+ 0.0,
175
+ 0.0,
176
+ 0.0,
177
+ 0.0,
178
+ 1.0,
179
+ 0.0,
180
+ 1.0
181
+ ],
182
+ [
183
+ 1.0,
184
+ 1.0,
185
+ 1.0,
186
+ 1.0,
187
+ 1.0,
188
+ 1.0,
189
+ 1.0,
190
+ 0.0,
191
+ 0.0,
192
+ 1.0,
193
+ 0.0,
194
+ 0.0,
195
+ 0.0,
196
+ 0.0,
197
+ 1.0,
198
+ 0.0,
199
+ 1.0
200
+ ],
201
+ [
202
+ 1.0,
203
+ 1.0,
204
+ 1.0,
205
+ 1.0,
206
+ 1.0,
207
+ 1.0,
208
+ 1.0,
209
+ 0.0,
210
+ 0.0,
211
+ 0.0,
212
+ 1.0,
213
+ 0.0,
214
+ 0.0,
215
+ 0.0,
216
+ 1.0,
217
+ 0.0,
218
+ 1.0
219
+ ],
220
+ [
221
+ 1.0,
222
+ 1.0,
223
+ 1.0,
224
+ 1.0,
225
+ 1.0,
226
+ 1.0,
227
+ 1.0,
228
+ 0.0,
229
+ 0.0,
230
+ 0.0,
231
+ 0.0,
232
+ 1.0,
233
+ 0.0,
234
+ 0.0,
235
+ 1.0,
236
+ 0.0,
237
+ 1.0
238
+ ],
239
+ [
240
+ 1.0,
241
+ 1.0,
242
+ 1.0,
243
+ 1.0,
244
+ 1.0,
245
+ 1.0,
246
+ 1.0,
247
+ 0.0,
248
+ 0.0,
249
+ 0.0,
250
+ 0.0,
251
+ 0.0,
252
+ 1.0,
253
+ 0.0,
254
+ 1.0,
255
+ 0.0,
256
+ 1.0
257
+ ],
258
+ [
259
+ 1.0,
260
+ 1.0,
261
+ 1.0,
262
+ 1.0,
263
+ 1.0,
264
+ 1.0,
265
+ 1.0,
266
+ 0.0,
267
+ 0.0,
268
+ 0.0,
269
+ 0.0,
270
+ 0.0,
271
+ 0.0,
272
+ 1.0,
273
+ 1.0,
274
+ 0.0,
275
+ 1.0
276
+ ],
277
+ [
278
+ 1.0,
279
+ 1.0,
280
+ 1.0,
281
+ 1.0,
282
+ 1.0,
283
+ 1.0,
284
+ 1.0,
285
+ 0.0,
286
+ 0.0,
287
+ 0.0,
288
+ 0.0,
289
+ 0.0,
290
+ 0.0,
291
+ 0.0,
292
+ 1.0,
293
+ 0.0,
294
+ 1.0
295
+ ],
296
+ [
297
+ 1.0,
298
+ 1.0,
299
+ 1.0,
300
+ 1.0,
301
+ 1.0,
302
+ 1.0,
303
+ 1.0,
304
+ 0.0,
305
+ 0.0,
306
+ 0.0,
307
+ 0.0,
308
+ 0.0,
309
+ 0.0,
310
+ 0.0,
311
+ 1.0,
312
+ 0.0,
313
+ 0.0
314
+ ],
315
+ [
316
+ 0.0,
317
+ 0.0,
318
+ 0.0,
319
+ 0.0,
320
+ 0.0,
321
+ 0.0,
322
+ 0.0,
323
+ 0.0,
324
+ 0.0,
325
+ 0.0,
326
+ 0.0,
327
+ 0.0,
328
+ 0.0,
329
+ 0.0,
330
+ 0.0,
331
+ 0.0,
332
+ 0.0
333
+ ]
334
+ ],
335
+ "end_transitions": [
336
+ 0.7492056488990784,
337
+ 0.6370843052864075,
338
+ 0.9134382605552673,
339
+ 1.3568540811538696,
340
+ 1.4902523756027222,
341
+ 0.8531559705734253,
342
+ -0.8888436555862427,
343
+ 0.9329497218132019,
344
+ -1.455850601196289,
345
+ 1.3819935321807861,
346
+ 0.049283646047115326,
347
+ -1.3306725025177002,
348
+ -0.6518306136131287,
349
+ 0.44033581018447876,
350
+ -0.257489413022995
351
+ ],
352
+ "start_transitions": [
353
+ -0.3798443377017975,
354
+ -0.5225925445556641,
355
+ -2.4913291931152344,
356
+ -0.9669774174690247,
357
+ -0.12901052832603455,
358
+ -1.3830469846725464,
359
+ -0.7029656171798706,
360
+ -0.21370141208171844,
361
+ 0.8307492136955261,
362
+ -1.1099272966384888,
363
+ 1.1377007961273193,
364
+ 0.5083275437355042,
365
+ 0.7838953137397766,
366
+ 0.0874963030219078,
367
+ 1.21866774559021
368
+ ],
369
+ "transitions": [
370
+ [
371
+ -0.7194623351097107,
372
+ -0.08121935278177261,
373
+ -0.11240008473396301,
374
+ 0.3135150671005249,
375
+ 0.24903544783592224,
376
+ -0.1950521320104599,
377
+ 0.11609053611755371,
378
+ -0.16057510673999786,
379
+ 0.13776767253875732,
380
+ -0.22137509286403656,
381
+ -0.3049870729446411,
382
+ 0.1512121707201004,
383
+ -0.16344161331653595,
384
+ -0.16429893672466278,
385
+ 0.32339170575141907
386
+ ],
387
+ [
388
+ -0.09627669304609299,
389
+ 0.19265931844711304,
390
+ -0.3662812411785126,
391
+ -0.04107110574841499,
392
+ -0.08354052156209946,
393
+ 0.47839441895484924,
394
+ -0.03691640868782997,
395
+ 0.07481629401445389,
396
+ -0.003566014813259244,
397
+ 0.01562994159758091,
398
+ -0.1474870890378952,
399
+ 0.19458037614822388,
400
+ 0.3395256996154785,
401
+ 0.13632097840309143,
402
+ 0.10648933798074722
403
+ ],
404
+ [
405
+ -0.11888784170150757,
406
+ 0.5596080422401428,
407
+ 0.0003204601816833019,
408
+ -0.15356343984603882,
409
+ 0.17072229087352753,
410
+ -0.03882733732461929,
411
+ 0.205452561378479,
412
+ -0.07560919225215912,
413
+ -0.23114550113677979,
414
+ 0.04334336146712303,
415
+ 0.11833655834197998,
416
+ 0.05580390244722366,
417
+ -0.35916900634765625,
418
+ 0.010553551837801933,
419
+ 0.2532386779785156
420
+ ],
421
+ [
422
+ 0.5630843639373779,
423
+ -0.0909421369433403,
424
+ -0.412884920835495,
425
+ -0.028713515028357506,
426
+ -0.12043038010597229,
427
+ 0.4614092707633972,
428
+ -0.08149563521146774,
429
+ -0.2648271322250366,
430
+ -0.031114082783460617,
431
+ 0.16048431396484375,
432
+ -0.023554470390081406,
433
+ 0.09558697789907455,
434
+ 0.2258378565311432,
435
+ -0.0749465823173523,
436
+ -0.3731086850166321
437
+ ],
438
+ [
439
+ -0.140513077378273,
440
+ -0.339660108089447,
441
+ -0.4402444064617157,
442
+ -0.0810018926858902,
443
+ 0.3067885637283325,
444
+ 0.25788387656211853,
445
+ -0.07996057718992233,
446
+ 0.07615281641483307,
447
+ 0.7118116021156311,
448
+ 0.07852855324745178,
449
+ 0.2988843023777008,
450
+ 0.04608535021543503,
451
+ 0.11463307589292526,
452
+ 0.240012988448143,
453
+ 0.04851087927818298
454
+ ],
455
+ [
456
+ -0.3398793935775757,
457
+ 0.2024560272693634,
458
+ -0.4189731776714325,
459
+ 0.5417165160179138,
460
+ -0.017061199992895126,
461
+ -0.5563187003135681,
462
+ 0.10986281931400299,
463
+ -0.06185133382678032,
464
+ 0.29222890734672546,
465
+ 0.21720218658447266,
466
+ -0.25714901089668274,
467
+ -0.047134365886449814,
468
+ 0.19258549809455872,
469
+ -0.19101430475711823,
470
+ 0.15692904591560364
471
+ ],
472
+ [
473
+ 0.12506110966205597,
474
+ 0.31869444251060486,
475
+ -0.04655316099524498,
476
+ 0.02996811456978321,
477
+ -0.08053969591856003,
478
+ 0.04129423573613167,
479
+ 0.011597344651818275,
480
+ 0.0620575025677681,
481
+ -0.2769317626953125,
482
+ 0.22188882529735565,
483
+ -0.384240984916687,
484
+ 0.0561741404235363,
485
+ -0.5319698452949524,
486
+ -0.2138933390378952,
487
+ 0.11089876294136047
488
+ ],
489
+ [
490
+ 0.5170957446098328,
491
+ -0.762546956539154,
492
+ -0.4151114523410797,
493
+ -0.04537997022271156,
494
+ -0.015146150253713131,
495
+ -0.2754981815814972,
496
+ 0.13328373432159424,
497
+ -0.07064827531576157,
498
+ -0.17723225057125092,
499
+ 0.08366701006889343,
500
+ -0.3983648419380188,
501
+ 0.11922018975019455,
502
+ 0.2510205805301666,
503
+ 0.2229459285736084,
504
+ -0.5909588932991028
505
+ ],
506
+ [
507
+ -0.14612197875976562,
508
+ -0.05049685761332512,
509
+ -0.5839836001396179,
510
+ -0.03808183968067169,
511
+ 0.07847684621810913,
512
+ -0.39343762397766113,
513
+ 0.25855496525764465,
514
+ 0.17523756623268127,
515
+ -0.2717115879058838,
516
+ -0.22914601862430573,
517
+ 0.45405682921409607,
518
+ 0.6078988313674927,
519
+ 0.10684403777122498,
520
+ 0.0072093624621629715,
521
+ 0.12801453471183777
522
+ ],
523
+ [
524
+ -0.003863894147798419,
525
+ 0.3087817430496216,
526
+ 0.2047547996044159,
527
+ 0.013263903558254242,
528
+ 0.13841788470745087,
529
+ 0.34943851828575134,
530
+ 0.0036146424245089293,
531
+ 0.10890539735555649,
532
+ 0.4101174473762512,
533
+ 0.05091557651758194,
534
+ -0.22345763444900513,
535
+ 0.10352841764688492,
536
+ 0.5341917872428894,
537
+ -0.13312986493110657,
538
+ -0.0725003331899643
539
+ ],
540
+ [
541
+ -0.24628499150276184,
542
+ -0.3816620707511902,
543
+ 0.2694311738014221,
544
+ -0.11494221538305283,
545
+ 0.2645294964313507,
546
+ -0.16964001953601837,
547
+ 0.022523311898112297,
548
+ 0.05418983846902847,
549
+ 0.004514089319854975,
550
+ 0.43220826983451843,
551
+ 0.060457728803157806,
552
+ 0.6132330894470215,
553
+ -0.09803767502307892,
554
+ -0.11115708202123642,
555
+ -0.18234144151210785
556
+ ],
557
+ [
558
+ 0.005474415607750416,
559
+ -0.03320099040865898,
560
+ 0.25719863176345825,
561
+ -0.24880310893058777,
562
+ 0.10145948827266693,
563
+ -0.24328027665615082,
564
+ -0.13063667714595795,
565
+ -0.5162709951400757,
566
+ -0.26744651794433594,
567
+ -0.30649513006210327,
568
+ -0.04469043388962746,
569
+ 0.44017720222473145,
570
+ -0.1485278308391571,
571
+ 0.16850066184997559,
572
+ 0.043328262865543365
573
+ ],
574
+ [
575
+ -0.30054646730422974,
576
+ -0.018745891749858856,
577
+ 0.10412085801362991,
578
+ -0.25783059000968933,
579
+ 0.16832149028778076,
580
+ 0.8221919536590576,
581
+ 0.2681424915790558,
582
+ 0.14222358167171478,
583
+ -0.14135566353797913,
584
+ -0.16214439272880554,
585
+ 0.3884497880935669,
586
+ -0.17821595072746277,
587
+ -0.21467097103595734,
588
+ -0.4003349244594574,
589
+ 0.35910677909851074
590
+ ],
591
+ [
592
+ 0.061120349913835526,
593
+ 0.006568322889506817,
594
+ 0.3808766305446625,
595
+ 0.18140380084514618,
596
+ 0.01981387473642826,
597
+ 0.2566221058368683,
598
+ -0.12524445354938507,
599
+ 0.35915037989616394,
600
+ 0.11302880197763443,
601
+ -0.6065798997879028,
602
+ -0.22543175518512726,
603
+ 0.06969708204269409,
604
+ 0.24563580751419067,
605
+ 0.4482913613319397,
606
+ -0.6198773384094238
607
+ ],
608
+ [
609
+ -0.3511444926261902,
610
+ 0.040582478046417236,
611
+ -0.5034703612327576,
612
+ 0.144077867269516,
613
+ 0.261660635471344,
614
+ -0.20402084290981293,
615
+ -0.051413316279649734,
616
+ 0.041840821504592896,
617
+ -0.024687567725777626,
618
+ -0.35934606194496155,
619
+ -0.4178312122821808,
620
+ 0.45560458302497864,
621
+ 0.23922529816627502,
622
+ 0.37183257937431335,
623
+ 0.11221922188997269
624
+ ]
625
+ ]
626
+ },
627
+ "eos_token_id": 2,
628
+ "gradient_checkpointing": false,
629
+ "hidden_act": "gelu",
630
+ "hidden_dropout_prob": 0.1,
631
+ "hidden_size": 768,
632
+ "id2label": {
633
+ "0": "B-corporation",
634
+ "1": "B-creative_work",
635
+ "2": "B-event",
636
+ "3": "B-group",
637
+ "4": "B-location",
638
+ "5": "B-person",
639
+ "6": "B-product",
640
+ "7": "I-corporation",
641
+ "8": "I-creative_work",
642
+ "9": "I-event",
643
+ "10": "I-group",
644
+ "11": "I-location",
645
+ "12": "I-person",
646
+ "13": "I-product",
647
+ "14": "O"
648
+ },
649
+ "initializer_range": 0.02,
650
+ "intermediate_size": 3072,
651
+ "label2id": {
652
+ "B-corporation": 0,
653
+ "B-creative_work": 1,
654
+ "B-event": 2,
655
+ "B-group": 3,
656
+ "B-location": 4,
657
+ "B-person": 5,
658
+ "B-product": 6,
659
+ "I-corporation": 7,
660
+ "I-creative_work": 8,
661
+ "I-event": 9,
662
+ "I-group": 10,
663
+ "I-location": 11,
664
+ "I-person": 12,
665
+ "I-product": 13,
666
+ "O": 14
667
+ },
668
+ "layer_norm_eps": 1e-05,
669
+ "max_position_embeddings": 514,
670
+ "model_type": "roberta",
671
+ "num_attention_heads": 12,
672
+ "num_hidden_layers": 12,
673
+ "pad_token_id": 1,
674
+ "position_embedding_type": "absolute",
675
+ "torch_dtype": "float32",
676
+ "transformers_version": "4.17.0",
677
+ "type_vocab_size": 1,
678
+ "use_cache": true,
679
+ "vocab_size": 50265
680
+ }
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fa37c9ca1b100279151b2d0b1e7e697c4cc60621d9330d23d7e2fe13cab740cd
3
+ size 496349169