Watt-Tool-8B-GGUF / scores /Watt-Tool-8B-q4_k_m-naive.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 76.92307692
14 78.57142857
15 80.00000000
16 81.25000000
17 82.35294118
18 77.77777778
19 73.68421053
20 70.00000000
21 71.42857143
22 72.72727273
23 69.56521739
24 70.83333333
25 68.00000000
26 65.38461538
27 66.66666667
28 64.28571429
29 65.51724138
30 66.66666667
31 64.51612903
32 65.62500000
33 63.63636364
34 61.76470588
35 62.85714286
36 61.11111111
37 62.16216216
38 60.52631579
39 61.53846154
40 62.50000000
41 63.41463415
42 61.90476190
43 60.46511628
44 59.09090909
45 60.00000000
46 60.86956522
47 61.70212766
48 62.50000000
49 63.26530612
50 62.00000000
51 60.78431373
52 61.53846154
53 60.37735849
54 59.25925926
55 58.18181818
56 58.92857143
57 59.64912281
58 60.34482759
59 61.01694915
60 61.66666667
61 62.29508197
62 61.29032258
63 61.90476190
64 62.50000000
65 61.53846154
66 62.12121212
67 62.68656716
68 63.23529412
69 63.76811594
70 62.85714286
71 61.97183099
72 61.11111111
73 61.64383562
74 62.16216216
75 62.66666667
76 61.84210526
77 62.33766234
78 62.82051282
79 62.02531646
80 62.50000000
81 61.72839506
82 62.19512195
83 61.44578313
84 61.90476190
85 62.35294118
86 62.79069767
87 63.21839080
88 63.63636364
89 64.04494382
90 64.44444444
91 64.83516484
92 65.21739130
93 64.51612903
94 63.82978723
95 64.21052632
96 64.58333333
97 63.91752577
98 64.28571429
99 64.64646465
100 65.00000000
101 64.35643564
102 64.70588235
103 64.07766990
104 63.46153846
105 63.80952381
106 63.20754717
107 63.55140187
108 62.96296296
109 62.38532110
110 62.72727273
111 63.06306306
112 63.39285714
113 63.71681416
114 64.03508772
115 64.34782609
116 64.65517241
117 64.10256410
118 64.40677966
119 63.86554622
120 64.16666667
121 63.63636364
122 63.93442623
123 64.22764228
124 63.70967742
125 64.00000000
126 64.28571429
127 64.56692913
128 64.84375000
129 64.34108527
130 64.61538462
131 64.88549618
132 65.15151515
133 65.41353383
134 65.67164179
135 65.18518519
136 64.70588235
137 64.96350365
138 65.21739130
139 65.46762590
140 65.71428571
141 65.24822695
142 65.49295775
143 65.73426573
144 65.97222222
145 66.20689655
146 65.75342466
147 65.98639456
148 66.21621622
149 66.44295302
150 66.66666667
151 66.22516556
152 66.44736842
153 66.66666667
154 66.23376623
155 66.45161290
156 66.66666667
157 66.87898089
158 66.45569620
159 66.66666667
160 66.25000000
161 66.45962733
162 66.66666667
163 66.25766871
164 66.46341463
165 66.06060606
166 66.26506024
167 65.86826347
168 66.07142857
169 65.68047337
170 65.29411765
171 65.49707602
172 65.69767442
173 65.89595376
174 66.09195402
175 65.71428571
176 65.90909091
177 66.10169492
178 66.29213483
179 66.48044693
180 66.66666667
181 66.29834254
182 66.48351648
183 66.12021858
184 66.30434783
185 66.48648649
186 66.66666667
187 66.31016043
188 65.95744681
189 65.60846561
190 65.26315789
191 65.44502618
192 65.62500000
193 65.28497409
194 65.46391753
195 65.64102564
196 65.81632653
197 65.98984772
198 65.65656566
199 65.32663317
200 65.50000000
201 65.67164179
202 65.84158416
203 66.00985222
204 66.17647059
205 65.85365854
206 65.53398058
207 65.70048309
208 65.86538462
209 66.02870813
210 66.19047619
211 66.35071090
212 66.03773585
213 66.19718310
214 66.35514019
215 66.51162791
216 66.20370370
217 66.35944700
218 66.05504587
219 66.21004566
220 65.90909091
221 66.06334842
222 66.21621622
223 65.91928251
224 66.07142857
225 65.77777778
226 65.92920354
227 66.07929515
228 66.22807018
229 66.37554585
230 66.52173913
231 66.23376623
232 65.94827586
233 66.09442060
234 65.81196581
235 65.53191489
236 65.25423729
237 64.97890295
238 65.12605042
239 65.27196653
240 65.41666667
241 65.56016598
242 65.70247934
243 65.43209877
244 65.16393443
245 65.30612245
246 65.44715447
247 65.58704453
248 65.72580645
249 65.46184739
250 65.60000000
251 65.73705179
252 65.87301587
253 66.00790514
254 65.74803150
255 65.88235294
256 65.62500000
257 65.75875486
258 65.89147287
259 65.63706564
260 65.76923077
261 65.90038314
262 66.03053435
263 66.15969582
264 66.28787879
265 66.41509434
266 66.16541353
267 66.29213483
268 66.41791045
269 66.54275093
270 66.66666667
271 66.78966790
272 66.54411765
273 66.30036630
274 66.05839416
275 65.81818182
276 65.94202899
277 66.06498195
278 65.82733813
279 65.94982079
280 66.07142857
281 66.19217082
282 66.31205674
283 66.07773852
284 66.19718310
285 66.31578947
286 66.43356643
287 66.55052265
288 66.66666667
289 66.43598616
290 66.55172414
291 66.66666667
292 66.78082192
293 66.89419795
294 66.66666667
295 66.77966102
296 66.89189189
297 67.00336700
298 67.11409396
299 67.22408027
300 67.33333333
301 67.10963455
302 67.21854305
303 67.32673267
304 67.43421053
305 67.54098361
306 67.32026144
307 67.42671010
308 67.53246753
309 67.63754045
310 67.74193548
311 67.84565916
312 67.62820513
313 67.73162939
314 67.51592357
315 67.61904762
316 67.72151899
317 67.82334385
318 67.61006289
319 67.39811912
320 67.18750000
321 67.28971963
322 67.39130435
323 67.49226006
324 67.28395062
325 67.38461538
326 67.48466258
327 67.27828746
328 67.37804878
329 67.47720365
330 67.27272727
331 67.37160121
332 67.46987952
333 67.56756757
334 67.66467066
335 67.46268657
336 67.55952381
337 67.65578635
338 67.45562130
339 67.55162242
340 67.64705882
341 67.74193548
342 67.83625731
343 67.93002915
344 68.02325581
345 67.82608696
346 67.91907514
347 67.72334294
348 67.52873563
349 67.62177650
350 67.42857143
351 67.52136752
352 67.61363636
353 67.70538244
354 67.51412429
355 67.32394366
356 67.41573034
357 67.22689076
358 67.31843575
359 67.13091922
360 67.22222222
361 67.31301939
362 67.40331492
363 67.21763085
364 67.30769231
365 67.39726027
366 67.21311475
367 67.02997275
368 67.11956522
369 67.20867209
370 67.29729730
371 67.38544474
372 67.47311828
373 67.56032172
374 67.64705882
375 67.46666667
376 67.55319149
377 67.37400531
378 67.46031746
379 67.28232190
380 67.36842105
381 67.19160105
382 67.01570681
383 66.84073107
384 66.92708333
385 66.75324675
386 66.83937824
387 66.92506460
388 66.75257732
389 66.83804627
390 66.92307692
391 67.00767263
392 67.09183673
393 67.17557252
394 67.25888325
395 67.34177215
396 67.17171717
397 67.25440806
398 67.08542714
399 67.16791980
400 67.00000000
401 67.08229426
402 66.91542289
403 66.99751861
404 67.07920792
405 67.16049383
406 67.24137931
407 67.32186732
408 67.40196078
409 67.23716381
410 67.31707317
411 67.39659367
412 67.47572816
413 67.55447942
414 67.63285024
415 67.46987952
416 67.54807692
417 67.38609113
418 67.46411483
419 67.30310263
420 67.38095238
421 67.22090261
422 67.29857820
423 67.37588652
424 67.21698113
425 67.29411765
426 67.13615023
427 67.21311475
428 67.05607477
429 67.13286713
430 66.97674419
431 67.05336427
432 67.12962963
433 66.97459584
434 66.82027650
435 66.89655172
436 66.97247706
437 67.04805492
438 66.89497717
439 66.97038724
440 66.81818182
441 66.89342404
442 66.74208145
443 66.59142212
444 66.66666667
445 66.74157303
446 66.81614350
447 66.89038031
448 66.96428571
449 67.03786192
450 66.88888889
451 66.96230599
452 67.03539823
453 67.10816777
454 67.18061674
455 67.03296703
456 67.10526316
457 67.17724289
458 67.24890830
459 67.32026144
460 67.17391304
461 67.24511931
462 67.31601732
463 67.17062635
464 67.02586207
465 67.09677419
466 67.16738197
467 67.23768737
468 67.30769231
469 67.16417910
470 67.23404255
471 67.30360934
472 67.37288136
473 67.23044397
474 67.29957806
475 67.15789474
476 67.22689076
477 67.29559748
478 67.36401674
479 67.43215031
480 67.50000000
481 67.56756757
482 67.63485477
483 67.70186335
484 67.76859504
485 67.83505155
486 67.90123457
487 67.76180698
488 67.82786885
489 67.89366053
490 67.75510204
491 67.61710794
492 67.68292683
493 67.54563895
494 67.61133603
495 67.47474747
496 67.54032258
497 67.60563380
498 67.67068273
499 67.73547094
500 67.80000000
501 67.66467066
502 67.72908367
503 67.79324056
504 67.65873016
505 67.72277228
506 67.58893281
507 67.45562130
508 67.51968504
509 67.38703340
510 67.45098039
511 67.31898239
512 67.38281250
513 67.25146199
514 67.31517510
515 67.37864078
516 67.44186047
517 67.50483559
518 67.56756757
519 67.43737958
520 67.30769231
521 67.37044146
522 67.43295019
523 67.30401530
524 67.17557252
525 67.04761905
526 66.92015209
527 66.79316888
528 66.66666667
529 66.54064272
530 66.60377358
531 66.47834275
532 66.54135338
533 66.60412758
534 66.47940075
535 66.35514019
536 66.41791045
537 66.48044693
538 66.54275093
539 66.60482375
540 66.48148148
541 66.54343808
542 66.60516605
543 66.48250460
544 66.54411765
545 66.60550459
546 66.48351648
547 66.36197441
548 66.42335766
549 66.48451730
550 66.54545455
551 66.42468240
552 66.30434783
553 66.36528029
554 66.42599278
555 66.48648649
556 66.36690647
557 66.42728905
558 66.30824373
559 66.36851521
560 66.42857143
561 66.48841355
562 66.54804270
563 66.60746004
564 66.66666667
565 66.54867257
566 66.60777385
567 66.49029982
568 66.54929577
569 66.43233743
570 66.31578947
571 66.37478109
572 66.25874126
573 66.31762653
574 66.37630662
575 66.43478261
576 66.49305556
577 66.55112652
578 66.60899654
579 66.66666667
580 66.72413793
581 66.60929432
582 66.66666667
583 66.72384220
584 66.78082192
585 66.83760684
586 66.72354949
587 66.78023850
588 66.83673469
589 66.89303905
590 66.94915254
591 67.00507614
592 66.89189189
593 66.77908938
594 66.83501684
595 66.89075630
596 66.77852349
597 66.66666667
598 66.55518395
599 66.61101836
600 66.66666667
601 66.72212978
602 66.61129568
603 66.50082919
604 66.55629139
605 66.44628099
606 66.50165017
607 66.39209226
608 66.44736842
609 66.33825944
610 66.39344262
611 66.28477905
612 66.33986928
613 66.23164763
614 66.28664495
615 66.17886179
616 66.07142857
617 66.12641815
618 66.18122977
619 66.07431341
620 66.12903226
621 66.18357488
622 66.07717042
623 66.13162119
624 66.18589744
625 66.08000000
626 65.97444089
627 66.02870813
628 66.08280255
629 65.97774245
630 66.03174603
631 66.08557845
632 65.98101266
633 65.87677725
634 65.93059937
635 65.98425197
636 66.03773585
637 65.93406593
638 65.98746082
639 66.04068858
640 66.09375000
641 66.14664587
642 66.04361371
643 65.94090202
644 65.99378882
645 65.89147287
646 65.94427245
647 65.99690881
648 65.89506173
649 65.79352851
650 65.84615385
651 65.89861751
652 65.95092025
653 65.84992343
654 65.74923547
655 65.64885496
656 65.54878049
657 65.44901065
658 65.50151976
659 65.40212443
660 65.45454545
661 65.35552194
662 65.40785498
663 65.46003017
664 65.51204819
665 65.56390977
666 65.46546547
667 65.51724138
668 65.41916168
669 65.32137519
670 65.37313433
671 65.27570790
672 65.32738095
673 65.23031204
674 65.28189911
675 65.18518519
676 65.08875740
677 65.14032496
678 65.19174041
679 65.24300442
680 65.29411765
681 65.19823789
682 65.10263930
683 65.00732064
684 65.05847953
685 65.10948905
686 65.01457726
687 64.91994178
688 64.97093023
689 65.02177068
690 65.07246377
691 65.12301013
692 65.17341040
693 65.22366522
694 65.27377522
695 65.17985612
696 65.08620690
697 64.99282640
698 64.89971347
699 64.94992847
700 65.00000000
701 65.04992867
702 65.09971510
703 65.14935989
704 65.19886364
705 65.24822695
706 65.29745042
707 65.34653465
708 65.39548023
709 65.44428773
710 65.49295775
711 65.54149086
712 65.58988764
713 65.63814867
714 65.54621849
715 65.45454545
716 65.50279330
717 65.55090656
718 65.45961003
719 65.36856745
720 65.41666667
721 65.32593620
722 65.37396122
723 65.42185339
724 65.33149171
725 65.37931034
726 65.28925620
727 65.19944979
728 65.24725275
729 65.29492455
730 65.34246575
731 65.38987688
732 65.43715847
733 65.48431105
734 65.53133515
735 65.57823129
736 65.62500000
737 65.53595658
738 65.58265583
739 65.62922869
740 65.54054054
741 65.58704453
742 65.49865229
743 65.54508748
744 65.45698925
745 65.50335570
746 65.54959786
747 65.46184739
748 65.37433155
749 65.28704940
750 65.33333333
Final result: 65.3333 +/- 1.7389
Random chance: 25.0083 +/- 1.5824