Hammer2.1-7b-GGUF / scores /Hammer2.1-7b-q3_k_s.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 44.44444444
10 40.00000000
11 36.36363636
12 41.66666667
13 46.15384615
14 42.85714286
15 46.66666667
16 50.00000000
17 52.94117647
18 50.00000000
19 52.63157895
20 50.00000000
21 47.61904762
22 45.45454545
23 43.47826087
24 41.66666667
25 44.00000000
26 42.30769231
27 44.44444444
28 42.85714286
29 44.82758621
30 46.66666667
31 48.38709677
32 50.00000000
33 48.48484848
34 50.00000000
35 51.42857143
36 50.00000000
37 48.64864865
38 47.36842105
39 46.15384615
40 45.00000000
41 43.90243902
42 42.85714286
43 41.86046512
44 40.90909091
45 42.22222222
46 41.30434783
47 40.42553191
48 41.66666667
49 42.85714286
50 42.00000000
51 41.17647059
52 40.38461538
53 39.62264151
54 38.88888889
55 40.00000000
56 41.07142857
57 42.10526316
58 43.10344828
59 44.06779661
60 43.33333333
61 42.62295082
62 41.93548387
63 41.26984127
64 40.62500000
65 40.00000000
66 40.90909091
67 40.29850746
68 39.70588235
69 39.13043478
70 40.00000000
71 40.84507042
72 40.27777778
73 39.72602740
74 40.54054054
75 41.33333333
76 42.10526316
77 42.85714286
78 43.58974359
79 43.03797468
80 43.75000000
81 44.44444444
82 43.90243902
83 44.57831325
84 45.23809524
85 45.88235294
86 45.34883721
87 45.97701149
88 46.59090909
89 46.06741573
90 45.55555556
91 45.05494505
92 44.56521739
93 44.08602151
94 44.68085106
95 45.26315789
96 45.83333333
97 45.36082474
98 44.89795918
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 45.37037037
109 44.95412844
110 44.54545455
111 44.14414414
112 44.64285714
113 44.24778761
114 44.73684211
115 45.21739130
116 44.82758621
117 44.44444444
118 44.06779661
119 44.53781513
120 45.00000000
121 45.45454545
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 41.91176471
137 41.60583942
138 41.30434783
139 41.72661871
140 42.14285714
141 41.84397163
142 42.25352113
143 42.65734266
144 42.36111111
145 42.06896552
146 42.46575342
147 42.17687075
148 42.56756757
149 42.95302013
150 42.66666667
151 42.38410596
152 42.76315789
153 42.48366013
154 42.20779221
155 41.93548387
156 41.66666667
157 42.03821656
158 42.40506329
159 42.13836478
160 42.50000000
161 42.23602484
162 41.97530864
163 41.71779141
164 41.46341463
165 41.81818182
166 41.56626506
167 41.91616766
168 41.66666667
169 42.01183432
170 41.76470588
171 41.52046784
172 41.27906977
173 41.04046243
174 41.37931034
175 41.14285714
176 40.90909091
177 40.67796610
178 40.44943820
179 40.78212291
180 40.55555556
181 40.33149171
182 40.10989011
183 40.43715847
184 40.21739130
185 40.54054054
186 40.86021505
187 40.64171123
188 40.42553191
189 40.74074074
190 40.52631579
191 40.83769634
192 40.62500000
193 40.41450777
194 40.20618557
195 40.51282051
196 40.30612245
197 40.60913706
198 40.90909091
199 40.70351759
200 40.50000000
201 40.29850746
202 40.09900990
203 39.90147783
204 39.70588235
205 40.00000000
206 39.80582524
207 40.09661836
208 39.90384615
209 39.71291866
210 39.52380952
211 39.81042654
212 39.62264151
213 39.43661972
214 39.25233645
215 39.53488372
216 39.81481481
217 39.63133641
218 39.90825688
219 40.18264840
220 40.45454545
221 40.72398190
222 40.99099099
223 41.25560538
224 41.51785714
225 41.77777778
226 42.03539823
227 41.85022026
228 42.10526316
229 41.92139738
230 41.73913043
231 41.55844156
232 41.37931034
233 41.20171674
234 41.45299145
235 41.27659574
236 41.10169492
237 40.92827004
238 40.75630252
239 40.58577406
240 40.41666667
241 40.66390041
242 40.90909091
243 41.15226337
244 40.98360656
245 41.22448980
246 41.05691057
247 41.29554656
248 41.53225806
249 41.36546185
250 41.20000000
251 41.03585657
252 40.87301587
253 40.71146245
254 40.55118110
255 40.39215686
256 40.62500000
257 40.85603113
258 40.69767442
259 40.54054054
260 40.38461538
261 40.22988506
262 40.07633588
263 39.92395437
264 40.15151515
265 40.00000000
266 40.22556391
267 40.07490637
268 39.92537313
269 39.77695167
270 40.00000000
271 39.85239852
272 39.70588235
273 39.56043956
274 39.41605839
275 39.27272727
276 39.49275362
277 39.71119134
278 39.92805755
279 39.78494624
280 40.00000000
281 39.85765125
282 39.71631206
283 39.57597173
284 39.43661972
285 39.29824561
286 39.16083916
287 39.37282230
288 39.23611111
289 39.10034602
290 39.31034483
291 39.51890034
292 39.72602740
293 39.93174061
294 39.79591837
295 39.66101695
296 39.52702703
297 39.39393939
298 39.59731544
299 39.79933110
300 40.00000000
301 39.86710963
302 39.73509934
303 39.60396040
304 39.47368421
305 39.67213115
306 39.54248366
307 39.73941368
308 39.61038961
309 39.48220065
310 39.67741935
311 39.54983923
312 39.74358974
313 39.93610224
314 40.12738854
315 40.31746032
316 40.18987342
317 40.06309148
318 39.93710692
319 40.12539185
320 40.00000000
321 39.87538941
322 39.75155280
323 39.62848297
324 39.50617284
325 39.69230769
326 39.57055215
327 39.75535168
328 39.63414634
329 39.51367781
330 39.39393939
331 39.27492447
332 39.15662651
333 39.03903904
334 38.92215569
335 39.10447761
336 39.28571429
337 39.16913947
338 39.05325444
339 38.93805310
340 39.11764706
341 39.29618768
342 39.47368421
343 39.35860058
344 39.24418605
345 39.13043478
346 39.30635838
347 39.48126801
348 39.36781609
349 39.54154728
350 39.71428571
351 39.60113960
352 39.48863636
353 39.66005666
354 39.54802260
355 39.43661972
356 39.32584270
357 39.21568627
358 39.10614525
359 38.99721448
360 39.16666667
361 39.05817175
362 39.22651934
363 39.39393939
364 39.28571429
365 39.17808219
366 39.34426230
367 39.23705722
368 39.13043478
369 39.02439024
370 39.18918919
371 39.35309973
372 39.24731183
373 39.14209115
374 39.30481283
375 39.46666667
376 39.36170213
377 39.25729443
378 39.41798942
379 39.31398417
380 39.21052632
381 39.37007874
382 39.52879581
383 39.68668407
384 39.58333333
385 39.74025974
386 39.63730570
387 39.53488372
388 39.43298969
389 39.58868895
390 39.48717949
391 39.64194373
392 39.79591837
393 39.69465649
394 39.59390863
395 39.74683544
396 39.89898990
397 40.05037783
398 39.94974874
399 40.10025063
400 40.25000000
401 40.39900249
402 40.29850746
403 40.19851117
404 40.09900990
405 40.00000000
406 39.90147783
407 39.80343980
408 39.70588235
409 39.85330073
410 39.75609756
411 39.65936740
412 39.56310680
413 39.46731235
414 39.37198068
415 39.51807229
416 39.42307692
417 39.32853717
418 39.23444976
419 39.37947494
420 39.52380952
421 39.42992874
422 39.33649289
423 39.24349882
424 39.38679245
425 39.29411765
426 39.43661972
427 39.34426230
428 39.25233645
429 39.39393939
430 39.30232558
431 39.44315545
432 39.58333333
433 39.49191686
434 39.40092166
435 39.31034483
436 39.22018349
437 39.13043478
438 39.26940639
439 39.40774487
440 39.31818182
441 39.22902494
442 39.14027149
443 39.05191874
444 38.96396396
445 38.87640449
446 38.78923767
447 38.92617450
448 38.83928571
449 38.75278396
450 38.88888889
451 38.80266075
452 38.93805310
453 39.07284768
454 38.98678414
455 38.90109890
456 39.03508772
457 39.16849015
458 39.08296943
459 39.21568627
460 39.34782609
461 39.26247289
462 39.17748918
463 39.09287257
464 39.22413793
465 39.13978495
466 39.05579399
467 39.18629550
468 39.10256410
469 39.01918977
470 38.93617021
471 38.85350318
472 38.77118644
473 38.68921776
474 38.60759494
475 38.52631579
476 38.65546218
477 38.57442348
478 38.70292887
479 38.83089770
480 38.95833333
481 38.87733888
482 38.79668050
483 38.71635611
484 38.63636364
485 38.55670103
486 38.47736626
487 38.60369610
488 38.52459016
489 38.44580777
490 38.57142857
491 38.49287169
492 38.41463415
493 38.53955375
494 38.66396761
495 38.78787879
496 38.91129032
497 38.83299799
498 38.75502008
499 38.67735471
500 38.60000000
501 38.52295409
502 38.44621514
503 38.36978131
504 38.49206349
505 38.41584158
506 38.53754941
507 38.46153846
508 38.58267717
509 38.50687623
510 38.62745098
511 38.55185910
512 38.47656250
513 38.40155945
514 38.32684825
515 38.25242718
516 38.37209302
517 38.49129594
518 38.61003861
519 38.53564547
520 38.65384615
521 38.57965451
522 38.50574713
523 38.43212237
524 38.54961832
525 38.47619048
526 38.40304183
527 38.51992410
528 38.63636364
529 38.56332703
530 38.67924528
531 38.60640301
532 38.53383459
533 38.46153846
534 38.38951311
535 38.50467290
536 38.43283582
537 38.54748603
538 38.66171004
539 38.58998145
540 38.51851852
541 38.44731978
542 38.56088561
543 38.48987109
544 38.41911765
545 38.34862385
546 38.27838828
547 38.20840951
548 38.32116788
549 38.25136612
550 38.18181818
551 38.29401089
552 38.22463768
553 38.15551537
554 38.08664260
555 38.01801802
556 38.12949640
557 38.06104129
558 38.17204301
559 38.10375671
560 38.03571429
561 37.96791444
562 38.07829181
563 38.18827709
564 38.12056738
565 38.23008850
566 38.16254417
567 38.09523810
568 38.02816901
569 37.96133568
570 37.89473684
571 37.82837128
572 37.93706294
573 37.87085515
574 37.97909408
575 37.91304348
576 38.02083333
577 38.12824957
578 38.06228374
579 37.99654577
580 38.10344828
581 38.03786575
582 37.97250859
583 38.07890223
584 38.18493151
585 38.11965812
586 38.05460751
587 37.98977853
588 37.92517007
589 37.86078098
590 37.79661017
591 37.73265651
592 37.66891892
593 37.60539629
594 37.71043771
595 37.64705882
596 37.75167785
597 37.68844221
598 37.62541806
599 37.72954925
600 37.66666667
601 37.77038270
602 37.70764120
603 37.81094527
604 37.74834437
605 37.68595041
606 37.62376238
607 37.72652389
608 37.66447368
609 37.60262726
610 37.54098361
611 37.64320786
612 37.58169935
613 37.52039152
614 37.45928339
615 37.39837398
616 37.50000000
617 37.43922204
618 37.37864078
619 37.31825525
620 37.25806452
621 37.19806763
622 37.13826367
623 37.07865169
624 37.01923077
625 36.96000000
626 37.06070288
627 37.00159490
628 36.94267516
629 37.04292528
630 36.98412698
631 37.08399366
632 37.18354430
633 37.12480253
634 37.06624606
635 37.00787402
636 36.94968553
637 37.04866562
638 36.99059561
639 37.08920188
640 37.18750000
641 37.12948518
642 37.22741433
643 37.16951788
644 37.26708075
645 37.20930233
646 37.15170279
647 37.09428130
648 37.03703704
649 36.97996918
650 37.07692308
651 37.01996928
652 37.11656442
653 37.05972435
654 37.15596330
655 37.09923664
656 37.04268293
657 36.98630137
658 37.08206687
659 37.02579666
660 36.96969697
661 36.91376702
662 36.85800604
663 36.80241327
664 36.89759036
665 36.99248120
666 36.93693694
667 37.03148426
668 37.12574850
669 37.21973094
670 37.31343284
671 37.25782414
672 37.20238095
673 37.14710253
674 37.09198813
675 37.03703704
676 36.98224852
677 36.92762186
678 36.87315634
679 36.81885125
680 36.91176471
681 37.00440529
682 36.95014663
683 36.89604685
684 36.84210526
685 36.78832117
686 36.73469388
687 36.68122271
688 36.62790698
689 36.71988389
690 36.66666667
691 36.75832127
692 36.70520231
693 36.65223665
694 36.59942363
695 36.54676259
696 36.63793103
697 36.72883788
698 36.67621777
699 36.76680973
700 36.71428571
701 36.66191155
702 36.60968661
703 36.69985775
704 36.64772727
705 36.59574468
706 36.54390935
707 36.49222065
708 36.44067797
709 36.53032440
710 36.61971831
711 36.70886076
712 36.65730337
713 36.74614306
714 36.83473389
715 36.78321678
716 36.87150838
717 36.82008368
718 36.76880223
719 36.85674548
720 36.94444444
721 36.89320388
722 36.98060942
723 37.06777317
724 37.01657459
725 37.10344828
726 37.05234160
727 37.00137552
728 36.95054945
729 36.89986283
730 36.84931507
731 36.79890561
732 36.88524590
733 36.97135061
734 37.05722071
735 37.00680272
736 36.95652174
737 37.04206242
738 36.99186992
739 37.07713126
740 37.02702703
741 36.97705803
742 37.06199461
743 37.14670256
744 37.23118280
745 37.18120805
746 37.13136729
747 37.08165997
748 37.03208556
749 36.98264352
750 37.06666667
Final result: 37.0667 +/- 1.7648
Random chance: 25.0000 +/- 1.5822