DeepSeek-R1-Distill-Qwen-7B-GGUF / scores /deepseek-r1-distill-qwen-7b-q4_k_m-bartowski.tqa
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Generate Perplexity, KLD, ARC, HellaSwag, MMLU, Truthful QA and WinoGrande scores
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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 817 tasks in prompt
multiple_choice_score: selecting 750 random tasks from 817 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 50.00000000
3 33.33333333
4 25.00000000
5 20.00000000
6 16.66666667
7 14.28571429
8 12.50000000
9 11.11111111
10 10.00000000
11 9.09090909
12 16.66666667
13 15.38461538
14 14.28571429
15 13.33333333
16 12.50000000
17 17.64705882
18 16.66666667
19 21.05263158
20 20.00000000
21 19.04761905
22 18.18181818
23 17.39130435
24 20.83333333
25 20.00000000
26 23.07692308
27 22.22222222
28 21.42857143
29 24.13793103
30 23.33333333
31 22.58064516
32 21.87500000
33 24.24242424
34 23.52941176
35 22.85714286
36 22.22222222
37 24.32432432
38 23.68421053
39 23.07692308
40 22.50000000
41 21.95121951
42 21.42857143
43 23.25581395
44 25.00000000
45 24.44444444
46 26.08695652
47 25.53191489
48 27.08333333
49 26.53061224
50 28.00000000
51 27.45098039
52 26.92307692
53 28.30188679
54 29.62962963
55 30.90909091
56 30.35714286
57 29.82456140
58 29.31034483
59 28.81355932
60 30.00000000
61 29.50819672
62 30.64516129
63 30.15873016
64 29.68750000
65 29.23076923
66 28.78787879
67 28.35820896
68 27.94117647
69 28.98550725
70 28.57142857
71 29.57746479
72 30.55555556
73 31.50684932
74 31.08108108
75 30.66666667
76 31.57894737
77 31.16883117
78 30.76923077
79 30.37974684
80 30.00000000
81 29.62962963
82 29.26829268
83 28.91566265
84 28.57142857
85 28.23529412
86 27.90697674
87 27.58620690
88 27.27272727
89 28.08988764
90 27.77777778
91 27.47252747
92 27.17391304
93 26.88172043
94 26.59574468
95 27.36842105
96 28.12500000
97 27.83505155
98 27.55102041
99 28.28282828
100 28.00000000
101 28.71287129
102 28.43137255
103 29.12621359
104 28.84615385
105 28.57142857
106 28.30188679
107 28.97196262
108 29.62962963
109 29.35779817
110 30.00000000
111 29.72972973
112 29.46428571
113 29.20353982
114 28.94736842
115 28.69565217
116 28.44827586
117 28.20512821
118 27.96610169
119 27.73109244
120 27.50000000
121 28.09917355
122 27.86885246
123 27.64227642
124 28.22580645
125 28.80000000
126 29.36507937
127 29.13385827
128 28.90625000
129 28.68217054
130 28.46153846
131 28.24427481
132 28.03030303
133 27.81954887
134 28.35820896
135 28.14814815
136 27.94117647
137 28.46715328
138 28.26086957
139 28.77697842
140 28.57142857
141 28.36879433
142 28.16901408
143 27.97202797
144 27.77777778
145 27.58620690
146 27.39726027
147 27.21088435
148 27.02702703
149 26.84563758
150 27.33333333
151 27.81456954
152 27.63157895
153 27.45098039
154 27.27272727
155 27.09677419
156 27.56410256
157 27.38853503
158 27.84810127
159 27.67295597
160 27.50000000
161 27.32919255
162 27.16049383
163 26.99386503
164 26.82926829
165 27.27272727
166 27.71084337
167 27.54491018
168 27.38095238
169 27.21893491
170 27.05882353
171 26.90058480
172 26.74418605
173 26.58959538
174 26.43678161
175 26.28571429
176 26.70454545
177 26.55367232
178 26.40449438
179 26.25698324
180 26.11111111
181 25.96685083
182 25.82417582
183 25.68306011
184 25.54347826
185 25.40540541
186 25.80645161
187 25.66844920
188 25.53191489
189 25.92592593
190 25.78947368
191 25.65445026
192 25.52083333
193 25.38860104
194 25.77319588
195 25.64102564
196 25.51020408
197 25.88832487
198 25.75757576
199 25.62814070
200 25.50000000
201 25.37313433
202 25.74257426
203 25.61576355
204 25.49019608
205 25.85365854
206 25.72815534
207 26.08695652
208 25.96153846
209 25.83732057
210 25.71428571
211 25.59241706
212 25.47169811
213 25.35211268
214 25.23364486
215 25.11627907
216 25.46296296
217 25.34562212
218 25.68807339
219 25.57077626
220 25.45454545
221 25.33936652
222 25.22522523
223 25.11210762
224 25.44642857
225 25.33333333
226 25.22123894
227 25.11013216
228 25.00000000
229 24.89082969
230 24.78260870
231 24.67532468
232 25.00000000
233 25.32188841
234 25.64102564
235 25.53191489
236 25.84745763
237 26.16033755
238 26.47058824
239 26.35983264
240 26.25000000
241 26.14107884
242 26.03305785
243 25.92592593
244 25.81967213
245 25.71428571
246 25.60975610
247 25.50607287
248 25.40322581
249 25.30120482
250 25.20000000
251 25.49800797
252 25.39682540
253 25.29644269
254 25.19685039
255 25.09803922
256 25.00000000
257 24.90272374
258 24.80620155
259 24.71042471
260 24.61538462
261 24.90421456
262 24.80916031
263 24.71482890
264 25.00000000
265 25.28301887
266 25.18796992
267 25.46816479
268 25.37313433
269 25.27881041
270 25.18518519
271 25.09225092
272 25.00000000
273 24.90842491
274 25.18248175
275 25.09090909
276 25.00000000
277 24.90974729
278 24.82014388
279 24.73118280
280 24.64285714
281 24.91103203
282 24.82269504
283 24.73498233
284 25.00000000
285 24.91228070
286 25.17482517
287 25.08710801
288 25.00000000
289 24.91349481
290 24.82758621
291 25.08591065
292 25.34246575
293 25.59726962
294 25.51020408
295 25.76271186
296 26.01351351
297 26.26262626
298 26.17449664
299 26.08695652
300 26.00000000
301 25.91362126
302 25.82781457
303 25.74257426
304 25.65789474
305 25.57377049
306 25.49019608
307 25.40716612
308 25.64935065
309 25.56634304
310 25.48387097
311 25.40192926
312 25.64102564
313 25.55910543
314 25.47770701
315 25.39682540
316 25.31645570
317 25.23659306
318 25.15723270
319 25.07836991
320 25.00000000
321 24.92211838
322 25.15527950
323 25.07739938
324 25.00000000
325 24.92307692
326 24.84662577
327 24.77064220
328 25.00000000
329 24.92401216
330 25.15151515
331 25.07552870
332 25.30120482
333 25.22522523
334 25.14970060
335 25.37313433
336 25.59523810
337 25.51928783
338 25.44378698
339 25.66371681
340 25.58823529
341 25.80645161
342 26.02339181
343 25.94752187
344 26.16279070
345 26.37681159
346 26.58959538
347 26.80115274
348 26.72413793
349 26.64756447
350 26.57142857
351 26.49572650
352 26.70454545
353 26.91218130
354 26.83615819
355 27.04225352
356 26.96629213
357 26.89075630
358 27.09497207
359 27.01949861
360 26.94444444
361 26.86980609
362 26.79558011
363 26.99724518
364 26.92307692
365 27.12328767
366 27.04918033
367 27.24795640
368 27.17391304
369 27.10027100
370 27.02702703
371 26.95417790
372 27.15053763
373 27.07774799
374 27.27272727
375 27.20000000
376 27.12765957
377 27.05570292
378 26.98412698
379 26.91292876
380 26.84210526
381 26.77165354
382 26.70157068
383 26.63185379
384 26.56250000
385 26.49350649
386 26.42487047
387 26.35658915
388 26.54639175
389 26.47814910
390 26.41025641
391 26.59846547
392 26.53061224
393 26.46310433
394 26.64974619
395 26.58227848
396 26.51515152
397 26.70025189
398 26.63316583
399 26.56641604
400 26.50000000
401 26.43391521
402 26.36815920
403 26.55086849
404 26.48514851
405 26.41975309
406 26.35467980
407 26.28992629
408 26.22549020
409 26.16136919
410 26.09756098
411 26.03406326
412 26.21359223
413 26.15012107
414 26.32850242
415 26.26506024
416 26.20192308
417 26.13908873
418 26.07655502
419 26.01431981
420 26.19047619
421 26.36579572
422 26.30331754
423 26.24113475
424 26.17924528
425 26.11764706
426 26.05633803
427 25.99531616
428 25.93457944
429 25.87412587
430 25.81395349
431 25.75406032
432 25.92592593
433 26.09699769
434 26.26728111
435 26.20689655
436 26.14678899
437 26.08695652
438 26.02739726
439 25.96810934
440 26.13636364
441 26.07709751
442 26.24434389
443 26.18510158
444 26.12612613
445 26.06741573
446 26.00896861
447 25.95078300
448 25.89285714
449 26.05790646
450 26.00000000
451 25.94235033
452 25.88495575
453 26.04856512
454 25.99118943
455 25.93406593
456 25.87719298
457 25.82056893
458 25.76419214
459 25.70806100
460 25.65217391
461 25.59652928
462 25.54112554
463 25.48596112
464 25.43103448
465 25.59139785
466 25.53648069
467 25.48179872
468 25.42735043
469 25.37313433
470 25.31914894
471 25.26539278
472 25.21186441
473 25.15856237
474 25.10548523
475 25.26315789
476 25.21008403
477 25.36687631
478 25.31380753
479 25.26096033
480 25.20833333
481 25.15592516
482 25.31120332
483 25.25879917
484 25.41322314
485 25.56701031
486 25.51440329
487 25.66735113
488 25.61475410
489 25.76687117
490 25.91836735
491 25.86558045
492 26.01626016
493 25.96348884
494 25.91093117
495 26.06060606
496 26.00806452
497 25.95573441
498 25.90361446
499 25.85170341
500 25.80000000
501 25.94810379
502 25.89641434
503 25.84493042
504 25.99206349
505 26.13861386
506 26.08695652
507 26.03550296
508 25.98425197
509 26.12966601
510 26.27450980
511 26.22309198
512 26.17187500
513 26.12085770
514 26.07003891
515 26.21359223
516 26.16279070
517 26.30560928
518 26.25482625
519 26.20423892
520 26.15384615
521 26.29558541
522 26.24521073
523 26.38623327
524 26.33587786
525 26.28571429
526 26.23574144
527 26.37571157
528 26.51515152
529 26.46502836
530 26.41509434
531 26.55367232
532 26.50375940
533 26.64165103
534 26.59176030
535 26.54205607
536 26.49253731
537 26.62942272
538 26.57992565
539 26.53061224
540 26.66666667
541 26.61737523
542 26.56826568
543 26.51933702
544 26.47058824
545 26.42201835
546 26.55677656
547 26.50822669
548 26.64233577
549 26.59380692
550 26.54545455
551 26.49727768
552 26.63043478
553 26.58227848
554 26.53429603
555 26.48648649
556 26.61870504
557 26.57091562
558 26.52329749
559 26.47584973
560 26.42857143
561 26.38146168
562 26.33451957
563 26.28774423
564 26.41843972
565 26.54867257
566 26.50176678
567 26.45502646
568 26.58450704
569 26.71353251
570 26.66666667
571 26.61996497
572 26.57342657
573 26.52705061
574 26.65505226
575 26.78260870
576 26.73611111
577 26.68977470
578 26.81660900
579 26.94300518
580 27.06896552
581 27.02237522
582 26.97594502
583 26.92967410
584 27.05479452
585 27.00854701
586 27.13310580
587 27.08688245
588 27.04081633
589 26.99490662
590 27.11864407
591 27.07275804
592 27.02702703
593 26.98145025
594 26.93602694
595 26.89075630
596 26.84563758
597 26.96817420
598 26.92307692
599 26.87813022
600 26.83333333
601 26.95507488
602 26.91029900
603 26.86567164
604 26.82119205
605 26.77685950
606 26.89768977
607 26.85337727
608 26.80921053
609 26.76518883
610 26.72131148
611 26.67757774
612 26.79738562
613 26.75367047
614 26.71009772
615 26.66666667
616 26.78571429
617 26.90437601
618 26.86084142
619 26.81744750
620 26.77419355
621 26.73107890
622 26.84887460
623 26.80577849
624 26.76282051
625 26.72000000
626 26.67731629
627 26.63476874
628 26.59235669
629 26.55007949
630 26.50793651
631 26.62440571
632 26.58227848
633 26.54028436
634 26.65615142
635 26.61417323
636 26.57232704
637 26.53061224
638 26.48902821
639 26.44757433
640 26.40625000
641 26.36505460
642 26.47975078
643 26.43856921
644 26.55279503
645 26.66666667
646 26.62538700
647 26.58423493
648 26.69753086
649 26.65639445
650 26.76923077
651 26.88172043
652 26.99386503
653 27.10566616
654 27.06422018
655 27.02290076
656 26.98170732
657 26.94063927
658 26.89969605
659 26.85887709
660 26.81818182
661 26.77760968
662 26.73716012
663 26.69683258
664 26.65662651
665 26.76691729
666 26.87687688
667 26.83658171
668 26.79640719
669 26.75635277
670 26.71641791
671 26.67660209
672 26.63690476
673 26.59732541
674 26.55786350
675 26.66666667
676 26.77514793
677 26.73559823
678 26.69616519
679 26.65684831
680 26.76470588
681 26.72540382
682 26.68621701
683 26.64714495
684 26.75438596
685 26.71532847
686 26.67638484
687 26.63755459
688 26.74418605
689 26.85050798
690 26.81159420
691 26.91751085
692 26.87861272
693 26.83982684
694 26.94524496
695 26.90647482
696 27.01149425
697 26.97274032
698 26.93409742
699 27.03862661
700 27.14285714
701 27.10413695
702 27.06552707
703 27.02702703
704 26.98863636
705 26.95035461
706 26.91218130
707 26.87411598
708 26.83615819
709 26.79830748
710 26.76056338
711 26.72292546
712 26.82584270
713 26.78821879
714 26.75070028
715 26.71328671
716 26.67597765
717 26.63877266
718 26.60167131
719 26.56467316
720 26.52777778
721 26.49098474
722 26.45429363
723 26.41770401
724 26.38121547
725 26.34482759
726 26.44628099
727 26.40990371
728 26.37362637
729 26.33744856
730 26.43835616
731 26.40218878
732 26.50273224
733 26.46657572
734 26.43051771
735 26.39455782
736 26.35869565
737 26.32293080
738 26.28726287
739 26.38700947
740 26.35135135
741 26.31578947
742 26.28032345
743 26.24495289
744 26.34408602
745 26.30872483
746 26.40750670
747 26.50602410
748 26.47058824
749 26.56875834
750 26.66666667
Final result: 26.6667 ±1.6158
Random chance: 19.8992 ±1.4588