Hammer2.1-7b-GGUF / scores /Hammer2.1-7b-q4_k_m.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
1 100.00000000
2 50.00000000
3 33.33333333
4 50.00000000
5 40.00000000
6 33.33333333
7 42.85714286
8 50.00000000
9 44.44444444
10 40.00000000
11 36.36363636
12 41.66666667
13 46.15384615
14 42.85714286
15 40.00000000
16 43.75000000
17 41.17647059
18 38.88888889
19 42.10526316
20 45.00000000
21 42.85714286
22 40.90909091
23 39.13043478
24 37.50000000
25 40.00000000
26 38.46153846
27 40.74074074
28 39.28571429
29 41.37931034
30 43.33333333
31 45.16129032
32 46.87500000
33 45.45454545
34 47.05882353
35 48.57142857
36 47.22222222
37 48.64864865
38 50.00000000
39 48.71794872
40 47.50000000
41 46.34146341
42 45.23809524
43 46.51162791
44 45.45454545
45 46.66666667
46 45.65217391
47 44.68085106
48 45.83333333
49 46.93877551
50 46.00000000
51 45.09803922
52 44.23076923
53 43.39622642
54 42.59259259
55 43.63636364
56 44.64285714
57 43.85964912
58 44.82758621
59 45.76271186
60 45.00000000
61 44.26229508
62 43.54838710
63 42.85714286
64 42.18750000
65 41.53846154
66 42.42424242
67 43.28358209
68 42.64705882
69 42.02898551
70 42.85714286
71 43.66197183
72 43.05555556
73 42.46575342
74 43.24324324
75 44.00000000
76 44.73684211
77 45.45454545
78 46.15384615
79 45.56962025
80 46.25000000
81 46.91358025
82 46.34146341
83 46.98795181
84 47.61904762
85 48.23529412
86 47.67441860
87 48.27586207
88 48.86363636
89 48.31460674
90 47.77777778
91 47.25274725
92 46.73913043
93 46.23655914
94 46.80851064
95 46.31578947
96 46.87500000
97 46.39175258
98 45.91836735
99 45.45454545
100 45.00000000
101 45.54455446
102 45.09803922
103 44.66019417
104 45.19230769
105 45.71428571
106 46.22641509
107 45.79439252
108 46.29629630
109 45.87155963
110 45.45454545
111 45.04504505
112 45.53571429
113 45.13274336
114 45.61403509
115 46.08695652
116 45.68965517
117 45.29914530
118 44.91525424
119 44.53781513
120 44.16666667
121 44.62809917
122 45.08196721
123 44.71544715
124 44.35483871
125 44.80000000
126 44.44444444
127 44.09448819
128 43.75000000
129 43.41085271
130 43.07692308
131 43.51145038
132 43.18181818
133 42.85714286
134 42.53731343
135 42.22222222
136 42.64705882
137 43.06569343
138 42.75362319
139 43.16546763
140 43.57142857
141 43.26241135
142 43.66197183
143 44.05594406
144 43.75000000
145 44.13793103
146 44.52054795
147 44.21768707
148 44.59459459
149 44.96644295
150 44.66666667
151 44.37086093
152 44.73684211
153 44.44444444
154 44.15584416
155 43.87096774
156 43.58974359
157 43.94904459
158 44.30379747
159 44.02515723
160 44.37500000
161 44.09937888
162 43.82716049
163 43.55828221
164 43.29268293
165 43.63636364
166 43.37349398
167 43.71257485
168 43.45238095
169 43.78698225
170 43.52941176
171 43.85964912
172 43.60465116
173 43.35260116
174 43.10344828
175 42.85714286
176 42.61363636
177 42.37288136
178 42.69662921
179 43.01675978
180 42.77777778
181 42.54143646
182 42.30769231
183 42.62295082
184 42.39130435
185 42.70270270
186 43.01075269
187 42.78074866
188 42.55319149
189 42.85714286
190 42.63157895
191 42.93193717
192 42.70833333
193 42.48704663
194 42.26804124
195 42.56410256
196 42.34693878
197 42.13197970
198 41.91919192
199 41.70854271
200 41.50000000
201 41.29353234
202 41.08910891
203 40.88669951
204 40.68627451
205 40.97560976
206 40.77669903
207 41.06280193
208 40.86538462
209 40.66985646
210 40.47619048
211 40.75829384
212 40.56603774
213 40.37558685
214 40.18691589
215 40.46511628
216 40.74074074
217 40.55299539
218 40.82568807
219 41.09589041
220 41.36363636
221 41.62895928
222 41.44144144
223 41.70403587
224 41.96428571
225 42.22222222
226 42.47787611
227 42.29074890
228 42.54385965
229 42.35807860
230 42.17391304
231 41.99134199
232 42.24137931
233 42.06008584
234 42.30769231
235 42.12765957
236 41.94915254
237 41.77215190
238 41.59663866
239 41.42259414
240 41.66666667
241 41.49377593
242 41.73553719
243 41.97530864
244 41.80327869
245 42.04081633
246 41.86991870
247 42.10526316
248 42.33870968
249 42.16867470
250 42.00000000
251 41.83266932
252 41.66666667
253 41.50197628
254 41.33858268
255 41.17647059
256 41.40625000
257 41.63424125
258 41.47286822
259 41.31274131
260 41.15384615
261 40.99616858
262 40.83969466
263 40.68441065
264 40.90909091
265 40.75471698
266 40.97744361
267 40.82397004
268 40.67164179
269 40.89219331
270 41.11111111
271 40.95940959
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 41.07142857
281 40.92526690
282 40.78014184
283 40.63604240
284 40.49295775
285 40.35087719
286 40.20979021
287 40.41811847
288 40.27777778
289 40.13840830
290 40.34482759
291 40.54982818
292 40.75342466
293 40.95563140
294 40.81632653
295 40.67796610
296 40.54054054
297 40.40404040
298 40.60402685
299 40.80267559
300 41.00000000
301 40.86378738
302 40.72847682
303 40.59405941
304 40.46052632
305 40.65573770
306 40.52287582
307 40.71661238
308 40.58441558
309 40.45307443
310 40.64516129
311 40.83601286
312 41.02564103
313 41.21405751
314 41.40127389
315 41.58730159
316 41.45569620
317 41.64037855
318 41.50943396
319 41.69278997
320 41.56250000
321 41.43302181
322 41.30434783
323 41.17647059
324 41.04938272
325 41.23076923
326 41.10429448
327 41.28440367
328 41.46341463
329 41.33738602
330 41.21212121
331 41.08761329
332 41.26506024
333 41.14114114
334 41.01796407
335 41.19402985
336 41.36904762
337 41.24629080
338 41.12426036
339 41.00294985
340 41.17647059
341 41.34897361
342 41.52046784
343 41.39941691
344 41.27906977
345 41.15942029
346 41.32947977
347 41.49855908
348 41.37931034
349 41.54727794
350 41.71428571
351 41.59544160
352 41.47727273
353 41.64305949
354 41.52542373
355 41.40845070
356 41.57303371
357 41.73669468
358 41.89944134
359 41.78272981
360 41.94444444
361 42.10526316
362 42.26519337
363 42.14876033
364 42.03296703
365 41.91780822
366 42.07650273
367 41.96185286
368 41.84782609
369 41.73441734
370 41.89189189
371 42.04851752
372 41.93548387
373 41.82305630
374 41.97860963
375 42.13333333
376 42.02127660
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 42.27053140
415 42.16867470
416 42.30769231
417 42.20623501
418 42.10526316
419 42.24343675
420 42.38095238
421 42.28028504
422 42.18009479
423 42.08037825
424 42.21698113
425 42.35294118
426 42.48826291
427 42.38875878
428 42.28971963
429 42.42424242
430 42.32558140
431 42.45939675
432 42.59259259
433 42.49422633
434 42.39631336
435 42.29885057
436 42.20183486
437 42.10526316
438 42.23744292
439 42.36902050
440 42.27272727
441 42.17687075
442 42.08144796
443 41.98645598
444 41.89189189
445 41.79775281
446 41.70403587
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 40.74803150
509 40.66797642
510 40.78431373
511 40.70450098
512 40.62500000
513 40.54580897
514 40.46692607
515 40.38834951
516 40.50387597
517 40.61895551
518 40.73359073
519 40.84778420
520 40.96153846
521 40.88291747
522 40.80459770
523 40.72657744
524 40.83969466
525 40.76190476
526 40.68441065
527 40.79696395
528 40.71969697
529 40.64272212
530 40.75471698
531 40.67796610
532 40.60150376
533 40.52532833
534 40.44943820
535 40.56074766
536 40.48507463
537 40.59590317
538 40.70631970
539 40.63079777
540 40.55555556
541 40.48059150
542 40.59040590
543 40.51565378
544 40.44117647
545 40.36697248
546 40.29304029
547 40.40219378
548 40.51094891
549 40.43715847
550 40.36363636
551 40.47186933
552 40.39855072
553 40.32549729
554 40.43321300
555 40.36036036
556 40.46762590
557 40.39497307
558 40.50179211
559 40.42933810
560 40.35714286
561 40.28520499
562 40.39145907
563 40.49733570
564 40.42553191
565 40.53097345
566 40.45936396
567 40.38800705
568 40.31690141
569 40.24604569
570 40.35087719
571 40.28021016
572 40.38461538
573 40.31413613
574 40.24390244
575 40.17391304
576 40.27777778
577 40.38128250
578 40.31141869
579 40.24179620
580 40.34482759
581 40.44750430
582 40.37800687
583 40.48027444
584 40.58219178
585 40.51282051
586 40.61433447
587 40.54514480
588 40.47619048
589 40.40747029
590 40.33898305
591 40.27072758
592 40.20270270
593 40.13490725
594 40.23569024
595 40.16806723
596 40.26845638
597 40.20100503
598 40.13377926
599 40.23372287
600 40.16666667
601 40.26622296
602 40.19933555
603 40.29850746
604 40.23178808
605 40.33057851
606 40.26402640
607 40.36243822
608 40.29605263
609 40.22988506
610 40.16393443
611 40.26186579
612 40.19607843
613 40.13050571
614 40.22801303
615 40.32520325
616 40.42207792
617 40.35656402
618 40.45307443
619 40.38772213
620 40.32258065
621 40.25764895
622 40.35369775
623 40.28892456
624 40.22435897
625 40.16000000
626 40.25559105
627 40.19138756
628 40.12738854
629 40.22257552
630 40.15873016
631 40.25356577
632 40.34810127
633 40.28436019
634 40.22082019
635 40.15748031
636 40.09433962
637 40.03139717
638 39.96865204
639 40.06259781
640 40.15625000
641 40.09360374
642 40.18691589
643 40.12441680
644 40.21739130
645 40.15503876
646 40.09287926
647 40.03091190
648 39.96913580
649 39.90755008
650 39.84615385
651 39.78494624
652 39.87730061
653 39.81623277
654 39.90825688
655 39.84732824
656 39.93902439
657 39.87823440
658 39.96960486
659 39.90895296
660 39.84848485
661 39.78819970
662 39.72809668
663 39.66817496
664 39.75903614
665 39.84962406
666 39.78978979
667 39.88005997
668 39.97005988
669 40.05979073
670 40.00000000
671 39.94038748
672 39.88095238
673 39.82169391
674 39.76261128
675 39.70370370
676 39.64497041
677 39.58641064
678 39.52802360
679 39.46980854
680 39.55882353
681 39.64757709
682 39.58944282
683 39.53147877
684 39.47368421
685 39.41605839
686 39.35860058
687 39.30131004
688 39.24418605
689 39.18722787
690 39.13043478
691 39.21852388
692 39.16184971
693 39.10533911
694 39.04899135
695 38.99280576
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 39.34659091
705 39.29078014
706 39.23512748
707 39.17963225
708 39.12429379
709 39.21015515
710 39.29577465
711 39.38115331
712 39.32584270
713 39.41093969
714 39.49579832
715 39.44055944
716 39.38547486
717 39.33054393
718 39.27576602
719 39.36022253
720 39.30555556
721 39.25104022
722 39.33518006
723 39.41908714
724 39.36464088
725 39.44827586
726 39.39393939
727 39.33975241
728 39.28571429
729 39.23182442
730 39.17808219
731 39.12448700
732 39.20765027
733 39.29058663
734 39.37329700
735 39.31972789
736 39.26630435
737 39.34871099
738 39.29539295
739 39.37753721
740 39.32432432
741 39.27125506
742 39.35309973
743 39.30013459
744 39.38172043
745 39.32885906
746 39.27613941
747 39.22356091
748 39.17112299
749 39.11882510
750 39.20000000
Final result: 39.2000 +/- 1.7838
Random chance: 25.0000 +/- 1.5822