Hammer2.1-7b-GGUF / scores /Hammer2.1-7b-F16.mmlu
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Generate Perplexity, KLD, ARC, HellaSwag, MMLU, Truthful QA and WinoGrande scores
ed91853 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 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 0.00000000
2 0.00000000
3 0.00000000
4 25.00000000
5 20.00000000
6 16.66666667
7 28.57142857
8 37.50000000
9 33.33333333
10 30.00000000
11 27.27272727
12 33.33333333
13 38.46153846
14 35.71428571
15 33.33333333
16 37.50000000
17 41.17647059
18 38.88888889
19 42.10526316
20 45.00000000
21 47.61904762
22 45.45454545
23 43.47826087
24 41.66666667
25 44.00000000
26 42.30769231
27 44.44444444
28 46.42857143
29 48.27586207
30 50.00000000
31 51.61290323
32 53.12500000
33 51.51515152
34 52.94117647
35 54.28571429
36 52.77777778
37 54.05405405
38 55.26315789
39 53.84615385
40 52.50000000
41 53.65853659
42 52.38095238
43 53.48837209
44 52.27272727
45 53.33333333
46 52.17391304
47 51.06382979
48 52.08333333
49 53.06122449
50 52.00000000
51 50.98039216
52 50.00000000
53 49.05660377
54 48.14814815
55 49.09090909
56 50.00000000
57 49.12280702
58 50.00000000
59 50.84745763
60 50.00000000
61 49.18032787
62 48.38709677
63 47.61904762
64 46.87500000
65 46.15384615
66 46.96969697
67 46.26865672
68 45.58823529
69 44.92753623
70 45.71428571
71 46.47887324
72 45.83333333
73 45.20547945
74 45.94594595
75 46.66666667
76 47.36842105
77 48.05194805
78 48.71794872
79 48.10126582
80 48.75000000
81 49.38271605
82 48.78048780
83 49.39759036
84 50.00000000
85 50.58823529
86 50.00000000
87 50.57471264
88 51.13636364
89 50.56179775
90 50.00000000
91 49.45054945
92 48.91304348
93 48.38709677
94 48.93617021
95 48.42105263
96 48.95833333
97 48.45360825
98 47.95918367
99 47.47474747
100 47.00000000
101 47.52475248
102 47.05882353
103 46.60194175
104 47.11538462
105 47.61904762
106 48.11320755
107 47.66355140
108 48.14814815
109 47.70642202
110 47.27272727
111 46.84684685
112 47.32142857
113 46.90265487
114 47.36842105
115 47.82608696
116 48.27586207
117 47.86324786
118 47.45762712
119 47.89915966
120 47.50000000
121 47.93388430
122 48.36065574
123 47.96747967
124 47.58064516
125 48.00000000
126 47.61904762
127 47.24409449
128 46.87500000
129 46.51162791
130 46.15384615
131 46.56488550
132 46.21212121
133 45.86466165
134 45.52238806
135 45.18518519
136 45.58823529
137 45.98540146
138 45.65217391
139 46.04316547
140 46.42857143
141 46.09929078
142 46.47887324
143 46.85314685
144 46.52777778
145 46.89655172
146 47.26027397
147 46.93877551
148 47.29729730
149 47.65100671
150 47.33333333
151 47.01986755
152 47.36842105
153 47.05882353
154 46.75324675
155 46.45161290
156 46.15384615
157 46.49681529
158 46.83544304
159 46.54088050
160 46.87500000
161 46.58385093
162 46.29629630
163 46.01226994
164 45.73170732
165 46.06060606
166 45.78313253
167 46.10778443
168 45.83333333
169 46.15384615
170 45.88235294
171 45.61403509
172 45.34883721
173 45.08670520
174 45.40229885
175 45.14285714
176 44.88636364
177 44.63276836
178 44.38202247
179 44.69273743
180 44.44444444
181 44.19889503
182 43.95604396
183 44.26229508
184 44.02173913
185 44.32432432
186 44.62365591
187 44.38502674
188 44.14893617
189 44.44444444
190 44.21052632
191 43.97905759
192 43.75000000
193 43.52331606
194 43.29896907
195 43.58974359
196 43.36734694
197 43.14720812
198 42.92929293
199 42.71356784
200 42.50000000
201 42.28855721
202 42.07920792
203 41.87192118
204 41.66666667
205 41.95121951
206 41.74757282
207 42.02898551
208 41.82692308
209 41.62679426
210 41.42857143
211 41.70616114
212 41.50943396
213 41.31455399
214 41.12149533
215 41.39534884
216 41.66666667
217 41.47465438
218 41.74311927
219 42.00913242
220 42.27272727
221 42.53393665
222 42.34234234
223 42.60089686
224 42.85714286
225 43.11111111
226 43.36283186
227 43.17180617
228 43.42105263
229 43.23144105
230 43.04347826
231 42.85714286
232 43.10344828
233 42.91845494
234 43.16239316
235 42.97872340
236 42.79661017
237 42.61603376
238 42.43697479
239 42.25941423
240 42.50000000
241 42.32365145
242 42.56198347
243 42.79835391
244 42.62295082
245 42.85714286
246 42.68292683
247 42.91497976
248 43.14516129
249 42.97188755
250 42.80000000
251 42.62948207
252 42.46031746
253 42.29249012
254 42.12598425
255 41.96078431
256 41.79687500
257 42.02334630
258 41.86046512
259 41.69884170
260 41.53846154
261 41.37931034
262 41.22137405
263 41.06463878
264 41.28787879
265 41.13207547
266 41.35338346
267 41.19850187
268 41.04477612
269 41.26394052
270 41.48148148
271 41.32841328
272 41.17647059
273 41.02564103
274 40.87591241
275 40.72727273
276 40.94202899
277 41.15523466
278 41.36690647
279 41.21863799
280 41.42857143
281 41.28113879
282 41.13475177
283 40.98939929
284 40.84507042
285 40.70175439
286 40.55944056
287 40.76655052
288 40.62500000
289 40.48442907
290 40.68965517
291 40.89347079
292 41.09589041
293 41.29692833
294 41.15646259
295 41.01694915
296 40.87837838
297 40.74074074
298 40.93959732
299 41.13712375
300 41.33333333
301 41.19601329
302 41.39072848
303 41.25412541
304 41.11842105
305 41.31147541
306 41.17647059
307 41.36807818
308 41.23376623
309 41.10032362
310 41.29032258
311 41.47909968
312 41.66666667
313 41.85303514
314 42.03821656
315 42.22222222
316 42.08860759
317 42.27129338
318 42.13836478
319 42.31974922
320 42.18750000
321 42.05607477
322 41.92546584
323 41.79566563
324 41.66666667
325 41.84615385
326 41.71779141
327 41.89602446
328 42.07317073
329 41.94528875
330 41.81818182
331 41.69184290
332 41.86746988
333 41.74174174
334 41.61676647
335 41.79104478
336 41.96428571
337 41.83976261
338 41.71597633
339 41.59292035
340 41.76470588
341 41.93548387
342 42.10526316
343 41.98250729
344 41.86046512
345 41.73913043
346 41.90751445
347 42.07492795
348 41.95402299
349 42.12034384
350 42.28571429
351 42.16524217
352 42.04545455
353 42.20963173
354 42.37288136
355 42.25352113
356 42.41573034
357 42.29691877
358 42.45810056
359 42.33983287
360 42.50000000
361 42.38227147
362 42.54143646
363 42.42424242
364 42.30769231
365 42.19178082
366 42.34972678
367 42.23433243
368 42.11956522
369 42.00542005
370 42.16216216
371 42.31805930
372 42.20430108
373 42.09115282
374 42.24598930
375 42.40000000
376 42.28723404
377 42.17506631
378 42.32804233
379 42.21635884
380 42.10526316
381 42.25721785
382 42.40837696
383 42.55874674
384 42.44791667
385 42.59740260
386 42.48704663
387 42.37726098
388 42.26804124
389 42.41645244
390 42.56410256
391 42.71099744
392 42.85714286
393 42.74809160
394 42.63959391
395 42.78481013
396 42.92929293
397 43.07304786
398 42.96482412
399 43.10776942
400 43.00000000
401 43.14214464
402 43.03482587
403 42.92803970
404 42.82178218
405 42.71604938
406 42.61083744
407 42.50614251
408 42.40196078
409 42.54278729
410 42.43902439
411 42.33576642
412 42.23300971
413 42.13075061
414 42.02898551
415 42.16867470
416 42.06730769
417 41.96642686
418 41.86602871
419 42.00477327
420 42.14285714
421 42.04275534
422 41.94312796
423 41.84397163
424 41.98113208
425 42.11764706
426 42.25352113
427 42.15456674
428 42.05607477
429 42.19114219
430 42.09302326
431 42.22737819
432 42.36111111
433 42.26327945
434 42.16589862
435 42.06896552
436 41.97247706
437 41.87643021
438 42.00913242
439 42.14123007
440 42.04545455
441 41.95011338
442 41.85520362
443 41.76072235
444 41.66666667
445 41.57303371
446 41.47982063
447 41.61073826
448 41.51785714
449 41.42538976
450 41.55555556
451 41.46341463
452 41.59292035
453 41.72185430
454 41.62995595
455 41.53846154
456 41.66666667
457 41.79431072
458 41.70305677
459 41.61220044
460 41.73913043
461 41.64859002
462 41.55844156
463 41.46868251
464 41.59482759
465 41.50537634
466 41.41630901
467 41.54175589
468 41.45299145
469 41.57782516
470 41.48936170
471 41.40127389
472 41.31355932
473 41.22621564
474 41.13924051
475 41.05263158
476 41.17647059
477 41.09014675
478 41.21338912
479 41.33611691
480 41.45833333
481 41.37214137
482 41.28630705
483 41.20082816
484 41.11570248
485 41.03092784
486 40.94650206
487 41.06776181
488 40.98360656
489 40.89979550
490 41.02040816
491 40.93686354
492 40.85365854
493 40.77079108
494 40.89068826
495 41.01010101
496 41.12903226
497 41.04627767
498 40.96385542
499 40.88176353
500 40.80000000
501 40.71856287
502 40.63745020
503 40.55666004
504 40.67460317
505 40.59405941
506 40.71146245
507 40.63116371
508 40.55118110
509 40.47151277
510 40.39215686
511 40.31311155
512 40.23437500
513 40.15594542
514 40.07782101
515 40.00000000
516 40.11627907
517 40.23210832
518 40.34749035
519 40.46242775
520 40.57692308
521 40.49904031
522 40.42145594
523 40.34416826
524 40.45801527
525 40.38095238
526 40.30418251
527 40.41745731
528 40.34090909
529 40.26465028
530 40.37735849
531 40.30131827
532 40.22556391
533 40.15009381
534 40.07490637
535 40.18691589
536 40.11194030
537 40.22346369
538 40.33457249
539 40.25974026
540 40.18518519
541 40.11090573
542 40.22140221
543 40.14732965
544 40.07352941
545 40.00000000
546 39.92673993
547 40.03656307
548 40.14598540
549 40.07285974
550 40.00000000
551 40.10889292
552 40.03623188
553 39.96383363
554 40.07220217
555 40.00000000
556 40.10791367
557 40.03590664
558 40.14336918
559 40.07155635
560 40.00000000
561 39.92869875
562 40.03558719
563 40.14209591
564 40.07092199
565 40.17699115
566 40.10600707
567 40.03527337
568 40.14084507
569 40.07029877
570 40.17543860
571 40.10507881
572 40.20979021
573 40.13961606
574 40.06968641
575 40.00000000
576 40.10416667
577 40.20797227
578 40.13840830
579 40.06908463
580 40.17241379
581 40.10327022
582 40.03436426
583 40.13722127
584 40.23972603
585 40.17094017
586 40.27303754
587 40.20442930
588 40.13605442
589 40.06791171
590 40.00000000
591 39.93231810
592 39.86486486
593 39.79763912
594 39.89898990
595 39.83193277
596 39.93288591
597 39.86599665
598 39.79933110
599 39.89983306
600 39.83333333
601 39.93344426
602 39.86710963
603 39.96683250
604 39.90066225
605 40.00000000
606 39.93399340
607 40.03294893
608 39.96710526
609 39.90147783
610 39.83606557
611 39.93453355
612 39.86928105
613 39.80424144
614 39.90228013
615 39.83739837
616 39.93506494
617 39.87034036
618 39.96763754
619 39.90306947
620 39.83870968
621 39.77455717
622 39.87138264
623 39.80738363
624 39.74358974
625 39.68000000
626 39.77635783
627 39.71291866
628 39.64968153
629 39.74562798
630 39.68253968
631 39.77812995
632 39.87341772
633 39.81042654
634 39.74763407
635 39.68503937
636 39.62264151
637 39.71742543
638 39.65517241
639 39.74960876
640 39.84375000
641 39.78159126
642 39.87538941
643 39.81337481
644 39.90683230
645 39.84496124
646 39.78328173
647 39.72179289
648 39.66049383
649 39.59938367
650 39.69230769
651 39.63133641
652 39.72392638
653 39.66309342
654 39.75535168
655 39.69465649
656 39.78658537
657 39.72602740
658 39.81762918
659 39.75720789
660 39.69696970
661 39.63691377
662 39.57703927
663 39.51734540
664 39.60843373
665 39.69924812
666 39.63963964
667 39.73013493
668 39.82035928
669 39.91031390
670 39.85074627
671 39.79135618
672 39.73214286
673 39.67310550
674 39.61424332
675 39.55555556
676 39.49704142
677 39.43870015
678 39.38053097
679 39.32253314
680 39.41176471
681 39.50073421
682 39.44281525
683 39.38506589
684 39.32748538
685 39.27007299
686 39.21282799
687 39.15574964
688 39.09883721
689 39.04208999
690 38.98550725
691 39.07380608
692 39.01734104
693 38.96103896
694 38.90489914
695 38.84892086
696 38.93678161
697 39.02439024
698 38.96848138
699 39.05579399
700 39.00000000
701 39.08701854
702 39.17378917
703 39.26031294
704 39.20454545
705 39.14893617
706 39.09348442
707 39.03818953
708 38.98305085
709 39.06911142
710 39.15492958
711 39.24050633
712 39.18539326
713 39.27068724
714 39.35574230
715 39.30069930
716 39.38547486
717 39.33054393
718 39.27576602
719 39.22114047
720 39.16666667
721 39.11234397
722 39.19667590
723 39.28077455
724 39.22651934
725 39.31034483
726 39.25619835
727 39.20220083
728 39.14835165
729 39.09465021
730 39.04109589
731 38.98768810
732 39.07103825
733 39.15416098
734 39.23705722
735 39.18367347
736 39.13043478
737 39.21302578
738 39.15989160
739 39.24221922
740 39.18918919
741 39.13630229
742 39.21832884
743 39.16554509
744 39.24731183
745 39.19463087
746 39.14209115
747 39.08969210
748 39.03743316
749 38.98531375
750 39.06666667
Final result: 39.0667 +/- 1.7827
Random chance: 25.0000 +/- 1.5822