DeepSeek-R1-Distill-Qwen-7B-GGUF / scores /deepseek-r1-distill-qwen-7b-iq4_nl.mmlu
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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 1548 tasks in prompt
multiple_choice_score: selecting 750 random tasks from 1548 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 50.00000000
5 40.00000000
6 33.33333333
7 42.85714286
8 37.50000000
9 33.33333333
10 30.00000000
11 27.27272727
12 25.00000000
13 30.76923077
14 28.57142857
15 33.33333333
16 37.50000000
17 35.29411765
18 33.33333333
19 36.84210526
20 35.00000000
21 33.33333333
22 31.81818182
23 30.43478261
24 29.16666667
25 32.00000000
26 30.76923077
27 29.62962963
28 32.14285714
29 34.48275862
30 36.66666667
31 38.70967742
32 40.62500000
33 39.39393939
34 38.23529412
35 40.00000000
36 38.88888889
37 37.83783784
38 36.84210526
39 35.89743590
40 35.00000000
41 34.14634146
42 33.33333333
43 32.55813953
44 31.81818182
45 31.11111111
46 30.43478261
47 29.78723404
48 31.25000000
49 32.65306122
50 34.00000000
51 33.33333333
52 32.69230769
53 32.07547170
54 31.48148148
55 32.72727273
56 32.14285714
57 33.33333333
58 32.75862069
59 32.20338983
60 31.66666667
61 31.14754098
62 30.64516129
63 30.15873016
64 29.68750000
65 30.76923077
66 31.81818182
67 31.34328358
68 30.88235294
69 30.43478261
70 31.42857143
71 30.98591549
72 31.94444444
73 31.50684932
74 31.08108108
75 32.00000000
76 32.89473684
77 33.76623377
78 34.61538462
79 34.17721519
80 35.00000000
81 35.80246914
82 35.36585366
83 36.14457831
84 36.90476190
85 36.47058824
86 36.04651163
87 36.78160920
88 37.50000000
89 37.07865169
90 36.66666667
91 36.26373626
92 35.86956522
93 35.48387097
94 36.17021277
95 35.78947368
96 36.45833333
97 36.08247423
98 35.71428571
99 35.35353535
100 36.00000000
101 35.64356436
102 35.29411765
103 34.95145631
104 34.61538462
105 34.28571429
106 33.96226415
107 33.64485981
108 33.33333333
109 33.02752294
110 32.72727273
111 32.43243243
112 32.14285714
113 31.85840708
114 32.45614035
115 33.04347826
116 32.75862069
117 32.47863248
118 32.20338983
119 31.93277311
120 31.66666667
121 31.40495868
122 31.14754098
123 30.89430894
124 30.64516129
125 31.20000000
126 30.95238095
127 30.70866142
128 30.46875000
129 30.23255814
130 30.00000000
131 30.53435115
132 31.06060606
133 30.82706767
134 30.59701493
135 30.37037037
136 30.14705882
137 30.65693431
138 30.43478261
139 30.93525180
140 30.71428571
141 31.20567376
142 30.98591549
143 31.46853147
144 31.94444444
145 31.72413793
146 31.50684932
147 31.29251701
148 31.75675676
149 31.54362416
150 31.33333333
151 31.12582781
152 31.57894737
153 31.37254902
154 31.16883117
155 30.96774194
156 30.76923077
157 31.21019108
158 31.01265823
159 30.81761006
160 31.25000000
161 31.05590062
162 30.86419753
163 30.67484663
164 31.09756098
165 31.51515152
166 31.32530120
167 31.73652695
168 31.54761905
169 31.36094675
170 31.17647059
171 30.99415205
172 30.81395349
173 30.63583815
174 30.45977011
175 30.28571429
176 30.11363636
177 29.94350282
178 29.77528090
179 30.16759777
180 30.00000000
181 29.83425414
182 29.67032967
183 30.05464481
184 29.89130435
185 29.72972973
186 29.56989247
187 29.41176471
188 29.25531915
189 29.10052910
190 28.94736842
191 29.31937173
192 29.16666667
193 29.01554404
194 29.38144330
195 29.74358974
196 29.59183673
197 29.44162437
198 29.29292929
199 29.14572864
200 29.00000000
201 29.35323383
202 29.20792079
203 29.06403941
204 28.92156863
205 29.26829268
206 29.12621359
207 28.98550725
208 28.84615385
209 28.70813397
210 28.57142857
211 28.90995261
212 28.77358491
213 28.63849765
214 28.50467290
215 28.37209302
216 28.24074074
217 28.11059908
218 27.98165138
219 27.85388128
220 27.72727273
221 27.60180995
222 27.92792793
223 27.80269058
224 27.67857143
225 28.00000000
226 27.87610619
227 28.19383260
228 28.50877193
229 28.38427948
230 28.26086957
231 28.57142857
232 28.44827586
233 28.32618026
234 28.63247863
235 28.51063830
236 28.38983051
237 28.27004219
238 28.15126050
239 28.03347280
240 28.33333333
241 28.21576763
242 28.51239669
243 28.80658436
244 28.68852459
245 28.97959184
246 28.86178862
247 28.74493927
248 28.62903226
249 28.91566265
250 28.80000000
251 28.68525896
252 28.57142857
253 28.45849802
254 28.34645669
255 28.62745098
256 28.51562500
257 28.40466926
258 28.29457364
259 28.18532819
260 28.07692308
261 27.96934866
262 27.86259542
263 27.75665399
264 27.65151515
265 27.54716981
266 27.81954887
267 27.71535581
268 27.61194030
269 27.50929368
270 27.40740741
271 27.30627306
272 27.57352941
273 27.47252747
274 27.37226277
275 27.63636364
276 27.89855072
277 28.15884477
278 28.41726619
279 28.31541219
280 28.57142857
281 28.46975089
282 28.36879433
283 28.26855124
284 28.16901408
285 28.07017544
286 27.97202797
287 28.22299652
288 28.12500000
289 28.02768166
290 28.27586207
291 28.52233677
292 28.76712329
293 29.01023891
294 29.25170068
295 29.15254237
296 29.05405405
297 28.95622896
298 28.85906040
299 29.09698997
300 29.33333333
301 29.56810631
302 29.80132450
303 29.70297030
304 29.60526316
305 29.83606557
306 29.73856209
307 29.64169381
308 29.54545455
309 29.44983819
310 29.35483871
311 29.26045016
312 29.48717949
313 29.71246006
314 29.93630573
315 29.84126984
316 29.74683544
317 29.65299685
318 29.55974843
319 29.78056426
320 29.68750000
321 29.59501558
322 29.50310559
323 29.41176471
324 29.32098765
325 29.53846154
326 29.44785276
327 29.66360856
328 29.87804878
329 29.78723404
330 29.69696970
331 29.60725076
332 29.81927711
333 29.72972973
334 29.64071856
335 29.85074627
336 29.76190476
337 29.67359050
338 29.58579882
339 29.49852507
340 29.70588235
341 29.61876833
342 29.53216374
343 29.44606414
344 29.36046512
345 29.27536232
346 29.47976879
347 29.68299712
348 29.59770115
349 29.79942693
350 30.00000000
351 29.91452991
352 29.82954545
353 30.02832861
354 29.94350282
355 29.85915493
356 30.05617978
357 29.97198880
358 29.88826816
359 29.80501393
360 30.00000000
361 30.19390582
362 30.38674033
363 30.57851240
364 30.49450549
365 30.41095890
366 30.32786885
367 30.24523161
368 30.16304348
369 30.08130081
370 30.27027027
371 30.45822102
372 30.37634409
373 30.29490617
374 30.21390374
375 30.40000000
376 30.31914894
377 30.23872679
378 30.42328042
379 30.34300792
380 30.26315789
381 30.44619423
382 30.36649215
383 30.54830287
384 30.46875000
385 30.64935065
386 30.56994819
387 30.49095607
388 30.41237113
389 30.59125964
390 30.51282051
391 30.69053708
392 30.86734694
393 30.78880407
394 30.71065990
395 30.63291139
396 30.80808081
397 30.98236776
398 30.90452261
399 31.07769424
400 31.00000000
401 31.17206983
402 31.34328358
403 31.26550868
404 31.18811881
405 31.11111111
406 31.03448276
407 30.95823096
408 30.88235294
409 31.05134474
410 30.97560976
411 30.90024331
412 30.82524272
413 30.99273608
414 31.15942029
415 31.32530120
416 31.25000000
417 31.17505995
418 31.10047847
419 31.26491647
420 31.42857143
421 31.35391924
422 31.27962085
423 31.20567376
424 31.36792453
425 31.52941176
426 31.45539906
427 31.38173302
428 31.30841121
429 31.46853147
430 31.39534884
431 31.55452436
432 31.71296296
433 31.63972286
434 31.56682028
435 31.49425287
436 31.42201835
437 31.35011442
438 31.50684932
439 31.66287016
440 31.59090909
441 31.51927438
442 31.44796380
443 31.37697517
444 31.53153153
445 31.46067416
446 31.39013453
447 31.31991051
448 31.25000000
449 31.18040089
450 31.11111111
451 31.04212860
452 31.19469027
453 31.34657837
454 31.49779736
455 31.42857143
456 31.57894737
457 31.50984683
458 31.44104803
459 31.59041394
460 31.73913043
461 31.67028200
462 31.60173160
463 31.53347732
464 31.46551724
465 31.39784946
466 31.33047210
467 31.47751606
468 31.41025641
469 31.55650320
470 31.48936170
471 31.42250531
472 31.35593220
473 31.50105708
474 31.43459916
475 31.36842105
476 31.51260504
477 31.44654088
478 31.58995816
479 31.73277662
480 31.66666667
481 31.80873181
482 31.74273859
483 31.67701863
484 31.61157025
485 31.54639175
486 31.48148148
487 31.62217659
488 31.55737705
489 31.49284254
490 31.63265306
491 31.77189409
492 31.70731707
493 31.64300203
494 31.78137652
495 31.91919192
496 32.05645161
497 31.99195171
498 31.92771084
499 31.86372745
500 32.00000000
501 31.93612774
502 31.87250996
503 31.80914513
504 31.94444444
505 31.88118812
506 32.01581028
507 31.95266272
508 31.88976378
509 31.82711198
510 31.96078431
511 31.89823875
512 31.83593750
513 31.77387914
514 31.71206226
515 31.65048544
516 31.58914729
517 31.72147002
518 31.85328185
519 31.79190751
520 31.73076923
521 31.66986564
522 31.60919540
523 31.73996176
524 31.87022901
525 31.80952381
526 31.74904943
527 31.87855787
528 31.81818182
529 31.94706994
530 32.07547170
531 32.01506591
532 31.95488722
533 31.89493433
534 31.83520599
535 31.96261682
536 31.90298507
537 32.02979516
538 32.15613383
539 32.09647495
540 32.03703704
541 31.97781885
542 32.10332103
543 32.04419890
544 31.98529412
545 31.92660550
546 31.86813187
547 31.80987203
548 31.93430657
549 31.87613843
550 31.81818182
551 31.94192377
552 31.88405797
553 31.82640145
554 31.76895307
555 31.71171171
556 31.83453237
557 31.77737882
558 31.89964158
559 31.84257603
560 31.78571429
561 31.72905526
562 31.67259786
563 31.79396092
564 31.73758865
565 31.85840708
566 31.80212014
567 31.74603175
568 31.86619718
569 31.81019332
570 31.75438596
571 31.69877408
572 31.64335664
573 31.58813264
574 31.70731707
575 31.65217391
576 31.77083333
577 31.88908146
578 31.83391003
579 31.95164076
580 31.89655172
581 31.84165232
582 31.78694158
583 31.90394511
584 32.02054795
585 31.96581197
586 32.08191126
587 32.02725724
588 31.97278912
589 31.91850594
590 31.86440678
591 31.81049069
592 31.75675676
593 31.70320405
594 31.81818182
595 31.76470588
596 31.87919463
597 31.82579564
598 31.77257525
599 31.88647746
600 31.83333333
601 31.94675541
602 31.89368771
603 32.00663350
604 31.95364238
605 32.06611570
606 32.01320132
607 32.12520593
608 32.07236842
609 32.01970443
610 31.96721311
611 31.91489362
612 31.86274510
613 31.97389886
614 32.08469055
615 32.03252033
616 32.14285714
617 32.09076175
618 32.03883495
619 31.98707593
620 31.93548387
621 31.88405797
622 31.83279743
623 31.78170144
624 31.73076923
625 31.68000000
626 31.78913738
627 31.73843700
628 31.68789809
629 31.79650238
630 31.90476190
631 31.85419968
632 31.96202532
633 31.91153239
634 31.86119874
635 31.81102362
636 31.76100629
637 31.71114600
638 31.66144201
639 31.76838811
640 31.87500000
641 31.82527301
642 31.93146417
643 31.88180404
644 31.98757764
645 31.93798450
646 31.88854489
647 31.83925811
648 31.79012346
649 31.74114022
650 31.69230769
651 31.64362519
652 31.74846626
653 31.69984686
654 31.80428135
655 31.75572519
656 31.85975610
657 31.81126332
658 31.91489362
659 31.86646434
660 31.81818182
661 31.77004539
662 31.72205438
663 31.67420814
664 31.77710843
665 31.72932331
666 31.68168168
667 31.63418291
668 31.73652695
669 31.68908819
670 31.64179104
671 31.59463487
672 31.54761905
673 31.50074294
674 31.45400593
675 31.40740741
676 31.36094675
677 31.31462334
678 31.41592920
679 31.36966127
680 31.47058824
681 31.57121880
682 31.52492669
683 31.62518302
684 31.57894737
685 31.53284672
686 31.48688047
687 31.44104803
688 31.39534884
689 31.34978229
690 31.30434783
691 31.25904486
692 31.21387283
693 31.16883117
694 31.26801153
695 31.22302158
696 31.32183908
697 31.27690100
698 31.23209169
699 31.33047210
700 31.28571429
701 31.38373752
702 31.48148148
703 31.57894737
704 31.53409091
705 31.48936170
706 31.44475921
707 31.40028289
708 31.35593220
709 31.31170663
710 31.40845070
711 31.50492264
712 31.46067416
713 31.55680224
714 31.65266106
715 31.60839161
716 31.56424581
717 31.52022315
718 31.47632312
719 31.43254520
720 31.38888889
721 31.34535368
722 31.30193906
723 31.39695712
724 31.35359116
725 31.44827586
726 31.54269972
727 31.49931224
728 31.45604396
729 31.41289438
730 31.36986301
731 31.32694938
732 31.42076503
733 31.51432469
734 31.60762943
735 31.56462585
736 31.52173913
737 31.61465400
738 31.57181572
739 31.66441137
740 31.62162162
741 31.57894737
742 31.67115903
743 31.76312248
744 31.85483871
745 31.81208054
746 31.76943700
747 31.72690763
748 31.68449198
749 31.64218959
750 31.73333333
Final result: 31.7333 ±1.7007
Random chance: 25.0000 ±1.5822