Watt-Tool-8B-GGUF / scores /Watt-Tool-8B-q3_k_s.arc
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Generate Perplexity, KLD, ARC, HellaSwag, MMLU, Truthful QA and WinoGrande scores
6583e65 verified
common_init_from_params: setting dry_penalty_last_n to ctx_size = 768
common_init_from_params: warming up the model with an empty run - please wait ... (--no-warmup to disable)
system_info: n_threads = 6 (n_threads_batch = 6) / 12 | Metal : EMBED_LIBRARY = 1 | CPU : NEON = 1 | ARM_FMA = 1 | FP16_VA = 1 | DOTPROD = 1 | LLAMAFILE = 1 | ACCELERATE = 1 | AARCH64_REPACK = 1 |
multiple_choice_score: there are 869 tasks in prompt
multiple_choice_score: selecting 750 random tasks from 869 tasks available
multiple_choice_score: preparing task data...done
multiple_choice_score : calculating TruthfulQA score over 750 tasks.
task acc_norm
1 100.00000000
2 100.00000000
3 100.00000000
4 75.00000000
5 80.00000000
6 83.33333333
7 85.71428571
8 87.50000000
9 77.77777778
10 80.00000000
11 72.72727273
12 75.00000000
13 69.23076923
14 71.42857143
15 73.33333333
16 75.00000000
17 76.47058824
18 72.22222222
19 68.42105263
20 65.00000000
21 66.66666667
22 68.18181818
23 65.21739130
24 66.66666667
25 64.00000000
26 65.38461538
27 66.66666667
28 64.28571429
29 65.51724138
30 63.33333333
31 61.29032258
32 62.50000000
33 60.60606061
34 58.82352941
35 60.00000000
36 58.33333333
37 59.45945946
38 57.89473684
39 58.97435897
40 60.00000000
41 60.97560976
42 59.52380952
43 58.13953488
44 56.81818182
45 57.77777778
46 58.69565217
47 59.57446809
48 60.41666667
49 61.22448980
50 60.00000000
51 58.82352941
52 59.61538462
53 58.49056604
54 57.40740741
55 56.36363636
56 57.14285714
57 57.89473684
58 58.62068966
59 59.32203390
60 60.00000000
61 60.65573770
62 59.67741935
63 60.31746032
64 60.93750000
65 60.00000000
66 60.60606061
67 61.19402985
68 61.76470588
69 60.86956522
70 60.00000000
71 59.15492958
72 58.33333333
73 58.90410959
74 59.45945946
75 60.00000000
76 60.52631579
77 61.03896104
78 61.53846154
79 60.75949367
80 61.25000000
81 60.49382716
82 60.97560976
83 60.24096386
84 60.71428571
85 61.17647059
86 60.46511628
87 59.77011494
88 60.22727273
89 60.67415730
90 60.00000000
91 60.43956044
92 60.86956522
93 60.21505376
94 59.57446809
95 60.00000000
96 60.41666667
97 59.79381443
98 60.20408163
99 60.60606061
100 61.00000000
101 60.39603960
102 60.78431373
103 60.19417476
104 60.57692308
105 60.95238095
106 60.37735849
107 60.74766355
108 60.18518519
109 59.63302752
110 60.00000000
111 60.36036036
112 60.71428571
113 61.06194690
114 61.40350877
115 61.73913043
116 61.20689655
117 60.68376068
118 61.01694915
119 60.50420168
120 60.83333333
121 60.33057851
122 60.65573770
123 60.97560976
124 60.48387097
125 60.80000000
126 61.11111111
127 61.41732283
128 61.71875000
129 61.24031008
130 60.76923077
131 61.06870229
132 61.36363636
133 61.65413534
134 61.19402985
135 60.74074074
136 60.29411765
137 60.58394161
138 60.86956522
139 61.15107914
140 61.42857143
141 60.99290780
142 61.26760563
143 61.53846154
144 61.11111111
145 61.37931034
146 60.95890411
147 61.22448980
148 61.48648649
149 61.74496644
150 62.00000000
151 62.25165563
152 62.50000000
153 62.74509804
154 62.33766234
155 62.58064516
156 62.82051282
157 63.05732484
158 62.65822785
159 62.89308176
160 62.50000000
161 62.73291925
162 62.96296296
163 62.57668712
164 62.19512195
165 62.42424242
166 62.65060241
167 62.27544910
168 62.50000000
169 62.13017751
170 62.35294118
171 62.57309942
172 62.20930233
173 62.42774566
174 62.64367816
175 62.28571429
176 62.50000000
177 62.71186441
178 62.92134831
179 63.12849162
180 63.33333333
181 62.98342541
182 63.18681319
183 62.84153005
184 63.04347826
185 63.24324324
186 63.44086022
187 63.63636364
188 63.29787234
189 62.96296296
190 62.63157895
191 62.82722513
192 63.02083333
193 63.21243523
194 63.40206186
195 63.58974359
196 63.77551020
197 63.95939086
198 64.14141414
199 63.81909548
200 64.00000000
201 64.17910448
202 63.86138614
203 64.03940887
204 64.21568627
205 64.39024390
206 64.07766990
207 63.76811594
208 63.94230769
209 64.11483254
210 64.28571429
211 64.45497630
212 64.15094340
213 64.31924883
214 64.48598131
215 64.65116279
216 64.35185185
217 64.05529954
218 63.76146789
219 63.92694064
220 63.63636364
221 63.80090498
222 63.51351351
223 63.22869955
224 63.39285714
225 63.11111111
226 62.83185841
227 62.99559471
228 63.15789474
229 63.31877729
230 63.47826087
231 63.20346320
232 62.93103448
233 63.09012876
234 63.24786325
235 62.97872340
236 62.71186441
237 62.44725738
238 62.60504202
239 62.76150628
240 62.91666667
241 63.07053942
242 63.22314050
243 63.37448560
244 63.11475410
245 63.26530612
246 63.41463415
247 63.56275304
248 63.70967742
249 63.45381526
250 63.60000000
251 63.74501992
252 63.88888889
253 64.03162055
254 63.77952756
255 63.92156863
256 64.06250000
257 63.81322957
258 63.95348837
259 63.70656371
260 63.84615385
261 63.98467433
262 64.12213740
263 64.25855513
264 64.39393939
265 64.15094340
266 63.90977444
267 64.04494382
268 64.17910448
269 64.31226766
270 64.44444444
271 64.57564576
272 64.33823529
273 64.10256410
274 63.86861314
275 63.63636364
276 63.76811594
277 63.89891697
278 63.66906475
279 63.79928315
280 63.92857143
281 64.05693950
282 64.18439716
283 63.95759717
284 64.08450704
285 64.21052632
286 64.33566434
287 64.45993031
288 64.58333333
289 64.35986159
290 64.48275862
291 64.60481100
292 64.72602740
293 64.84641638
294 64.62585034
295 64.74576271
296 64.86486486
297 64.98316498
298 65.10067114
299 65.21739130
300 65.00000000
301 64.78405316
302 64.90066225
303 65.01650165
304 65.13157895
305 65.24590164
306 65.03267974
307 64.82084691
308 64.93506494
309 65.04854369
310 64.83870968
311 64.95176849
312 64.74358974
313 64.85623003
314 64.64968153
315 64.76190476
316 64.87341772
317 64.98422713
318 64.77987421
319 64.57680251
320 64.37500000
321 64.48598131
322 64.59627329
323 64.70588235
324 64.81481481
325 64.92307692
326 65.03067485
327 64.83180428
328 64.93902439
329 65.04559271
330 64.84848485
331 64.95468278
332 65.06024096
333 65.16516517
334 65.26946108
335 65.07462687
336 65.17857143
337 65.28189911
338 65.08875740
339 65.19174041
340 65.29411765
341 65.39589443
342 65.49707602
343 65.59766764
344 65.69767442
345 65.50724638
346 65.60693642
347 65.41786744
348 65.22988506
349 65.32951289
350 65.42857143
351 65.52706553
352 65.62500000
353 65.72237960
354 65.53672316
355 65.35211268
356 65.44943820
357 65.54621849
358 65.64245810
359 65.45961003
360 65.55555556
361 65.65096953
362 65.74585635
363 65.84022039
364 65.65934066
365 65.75342466
366 65.57377049
367 65.39509537
368 65.48913043
369 65.58265583
370 65.67567568
371 65.76819407
372 65.86021505
373 65.95174263
374 66.04278075
375 66.13333333
376 65.95744681
377 65.78249337
378 65.87301587
379 65.69920844
380 65.78947368
381 65.61679790
382 65.44502618
383 65.27415144
384 65.36458333
385 65.19480519
386 65.28497409
387 65.37467700
388 65.20618557
389 65.03856041
390 64.87179487
391 64.96163683
392 65.05102041
393 65.13994911
394 65.22842640
395 65.31645570
396 65.15151515
397 65.23929471
398 65.07537688
399 65.16290727
400 65.25000000
401 65.08728180
402 65.17412935
403 65.26054591
404 65.34653465
405 65.43209877
406 65.51724138
407 65.60196560
408 65.68627451
409 65.52567237
410 65.60975610
411 65.69343066
412 65.77669903
413 65.61743341
414 65.70048309
415 65.54216867
416 65.62500000
417 65.46762590
418 65.31100478
419 65.15513126
420 65.23809524
421 65.08313539
422 65.16587678
423 65.24822695
424 65.09433962
425 65.17647059
426 65.02347418
427 65.10538642
428 64.95327103
429 65.03496503
430 64.88372093
431 64.96519722
432 65.04629630
433 64.89607390
434 64.97695853
435 65.05747126
436 65.13761468
437 65.21739130
438 65.06849315
439 65.14806378
440 65.00000000
441 64.85260771
442 64.70588235
443 64.55981941
444 64.41441441
445 64.49438202
446 64.57399103
447 64.65324385
448 64.73214286
449 64.81069042
450 64.66666667
451 64.74501109
452 64.82300885
453 64.67991170
454 64.75770925
455 64.83516484
456 64.91228070
457 64.98905908
458 65.06550218
459 65.14161220
460 65.00000000
461 65.07592191
462 65.15151515
463 65.01079914
464 64.87068966
465 64.94623656
466 65.02145923
467 65.09635974
468 65.17094017
469 65.03198294
470 65.10638298
471 65.18046709
472 65.25423729
473 65.11627907
474 65.18987342
475 65.26315789
476 65.33613445
477 65.40880503
478 65.48117155
479 65.55323591
480 65.62500000
481 65.69646570
482 65.76763485
483 65.83850932
484 65.90909091
485 65.97938144
486 66.04938272
487 65.91375770
488 65.98360656
489 66.05316973
490 65.91836735
491 65.78411405
492 65.85365854
493 65.72008114
494 65.78947368
495 65.65656566
496 65.72580645
497 65.79476861
498 65.86345382
499 65.93186373
500 66.00000000
501 65.86826347
502 65.93625498
503 66.00397614
504 66.07142857
505 66.13861386
506 66.20553360
507 66.07495069
508 65.94488189
509 65.81532417
510 65.68627451
511 65.55772994
512 65.62500000
513 65.49707602
514 65.56420233
515 65.63106796
516 65.69767442
517 65.76402321
518 65.83011583
519 65.70327553
520 65.57692308
521 65.64299424
522 65.70881226
523 65.58317400
524 65.45801527
525 65.33333333
526 65.20912548
527 65.08538899
528 64.96212121
529 64.83931947
530 64.90566038
531 64.97175141
532 65.03759398
533 65.10318949
534 64.98127341
535 64.85981308
536 64.92537313
537 64.99068901
538 65.05576208
539 65.12059369
540 65.00000000
541 64.87985213
542 64.94464945
543 64.82504604
544 64.70588235
545 64.77064220
546 64.65201465
547 64.53382084
548 64.59854015
549 64.66302368
550 64.72727273
551 64.60980036
552 64.49275362
553 64.55696203
554 64.62093863
555 64.68468468
556 64.56834532
557 64.63195691
558 64.51612903
559 64.57960644
560 64.64285714
561 64.70588235
562 64.76868327
563 64.83126110
564 64.89361702
565 64.77876106
566 64.84098940
567 64.72663139
568 64.78873239
569 64.67486819
570 64.56140351
571 64.62346760
572 64.51048951
573 64.57242583
574 64.63414634
575 64.69565217
576 64.75694444
577 64.81802426
578 64.87889273
579 64.93955095
580 64.82758621
581 64.71600688
582 64.77663230
583 64.83704974
584 64.89726027
585 64.95726496
586 65.01706485
587 65.07666099
588 65.13605442
589 65.19524618
590 65.25423729
591 65.31302876
592 65.20270270
593 65.09274874
594 65.15151515
595 65.04201681
596 64.93288591
597 64.82412060
598 64.88294314
599 64.94156928
600 64.83333333
601 64.89184692
602 64.78405316
603 64.67661692
604 64.73509934
605 64.79338843
606 64.85148515
607 64.90939044
608 64.96710526
609 64.86042693
610 64.91803279
611 64.81178396
612 64.86928105
613 64.76345840
614 64.82084691
615 64.71544715
616 64.61038961
617 64.66774716
618 64.56310680
619 64.45880452
620 64.51612903
621 64.57326892
622 64.46945338
623 64.36597111
624 64.26282051
625 64.16000000
626 64.05750799
627 64.11483254
628 64.17197452
629 64.06995231
630 64.12698413
631 64.18383518
632 64.08227848
633 63.98104265
634 64.03785489
635 64.09448819
636 64.15094340
637 64.05023548
638 64.10658307
639 64.16275430
640 64.06250000
641 63.96255850
642 63.86292835
643 63.76360809
644 63.81987578
645 63.72093023
646 63.77708978
647 63.83307573
648 63.73456790
649 63.63636364
650 63.69230769
651 63.74807988
652 63.65030675
653 63.70597243
654 63.76146789
655 63.66412214
656 63.56707317
657 63.47031963
658 63.37386018
659 63.27769347
660 63.33333333
661 63.23751891
662 63.29305136
663 63.34841629
664 63.40361446
665 63.30827068
666 63.21321321
667 63.26836582
668 63.17365269
669 63.07922272
670 62.98507463
671 62.89120715
672 62.94642857
673 62.85289747
674 62.90801187
675 62.81481481
676 62.86982249
677 62.92466765
678 62.97935103
679 63.03387334
680 63.08823529
681 62.99559471
682 62.90322581
683 62.81112738
684 62.86549708
685 62.91970803
686 62.82798834
687 62.73653566
688 62.79069767
689 62.69956459
690 62.75362319
691 62.80752533
692 62.86127168
693 62.91486291
694 62.96829971
695 62.87769784
696 62.78735632
697 62.69727403
698 62.75071633
699 62.80400572
700 62.85714286
701 62.91012839
702 62.96296296
703 63.01564723
704 63.06818182
705 63.12056738
706 63.17280453
707 63.22489392
708 63.27683616
709 63.32863188
710 63.38028169
711 63.43178622
712 63.48314607
713 63.53436185
714 63.44537815
715 63.35664336
716 63.40782123
717 63.31938633
718 63.23119777
719 63.14325452
720 63.19444444
721 63.24549237
722 63.29639889
723 63.34716459
724 63.25966851
725 63.31034483
726 63.22314050
727 63.13617607
728 63.18681319
729 63.23731139
730 63.28767123
731 63.33789330
732 63.38797814
733 63.43792633
734 63.48773842
735 63.53741497
736 63.58695652
737 63.50067843
738 63.55013550
739 63.46414073
740 63.37837838
741 63.42780027
742 63.34231806
743 63.39165545
744 63.30645161
745 63.35570470
746 63.40482574
747 63.31994645
748 63.23529412
749 63.15086782
750 63.20000000
Final result: 63.2000 +/- 1.7621
Random chance: 25.0083 +/- 1.5824