Hammer2.1-7b-GGUF / scores /Hammer2.1-7b-iq4_nl.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 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 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 45.94594595
38 47.36842105
39 46.15384615
40 45.00000000
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 41.79104478
68 41.17647059
69 40.57971014
70 41.42857143
71 42.25352113
72 41.66666667
73 41.09589041
74 41.89189189
75 42.66666667
76 43.42105263
77 44.15584416
78 44.87179487
79 44.30379747
80 45.00000000
81 45.67901235
82 45.12195122
83 45.78313253
84 46.42857143
85 47.05882353
86 46.51162791
87 47.12643678
88 47.72727273
89 47.19101124
90 46.66666667
91 46.15384615
92 45.65217391
93 45.16129032
94 45.74468085
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 46.29629630
109 46.78899083
110 46.36363636
111 45.94594595
112 46.42857143
113 46.01769912
114 46.49122807
115 46.95652174
116 46.55172414
117 46.15384615
118 45.76271186
119 45.37815126
120 45.00000000
121 45.45454545
122 45.90163934
123 45.52845528
124 45.16129032
125 45.60000000
126 45.23809524
127 44.88188976
128 44.53125000
129 44.18604651
130 43.84615385
131 44.27480916
132 43.93939394
133 43.60902256
134 43.28358209
135 42.96296296
136 43.38235294
137 43.79562044
138 43.47826087
139 43.88489209
140 44.28571429
141 43.97163121
142 44.36619718
143 44.75524476
144 44.44444444
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 42.13483146
179 42.45810056
180 42.22222222
181 41.98895028
182 41.75824176
183 42.07650273
184 41.84782609
185 42.16216216
186 42.47311828
187 42.24598930
188 42.02127660
189 42.32804233
190 42.10526316
191 41.88481675
192 41.66666667
193 41.45077720
194 41.23711340
195 41.53846154
196 41.32653061
197 41.62436548
198 41.41414141
199 41.20603015
200 41.00000000
201 40.79601990
202 40.59405941
203 40.39408867
204 40.19607843
205 40.48780488
206 40.29126214
207 40.57971014
208 40.38461538
209 40.19138756
210 40.00000000
211 40.28436019
212 40.09433962
213 39.90610329
214 39.71962617
215 40.00000000
216 40.27777778
217 40.09216590
218 40.36697248
219 40.63926941
220 40.90909091
221 41.17647059
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 41.81034483
233 41.63090129
234 41.88034188
235 41.70212766
236 41.52542373
237 41.35021097
238 41.17647059
239 41.00418410
240 41.25000000
241 41.07883817
242 41.32231405
243 41.56378601
244 41.39344262
245 41.63265306
246 41.46341463
247 41.70040486
248 41.93548387
249 41.76706827
250 41.60000000
251 41.43426295
252 41.26984127
253 41.10671937
254 40.94488189
255 40.78431373
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 40.37735849
266 40.22556391
267 40.07490637
268 39.92537313
269 40.14869888
270 40.37037037
271 40.22140221
272 40.44117647
273 40.29304029
274 40.14598540
275 40.00000000
276 40.21739130
277 40.43321300
278 40.64748201
279 40.50179211
280 40.71428571
281 40.56939502
282 40.42553191
283 40.28268551
284 40.14084507
285 40.00000000
286 39.86013986
287 40.06968641
288 39.93055556
289 39.79238754
290 40.00000000
291 40.20618557
292 40.41095890
293 40.61433447
294 40.47619048
295 40.33898305
296 40.20270270
297 40.06734007
298 40.26845638
299 40.46822742
300 40.66666667
301 40.53156146
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 40.51446945
312 40.70512821
313 40.89456869
314 41.08280255
315 41.26984127
316 41.13924051
317 41.32492114
318 41.19496855
319 41.37931034
320 41.25000000
321 41.12149533
322 40.99378882
323 40.86687307
324 40.74074074
325 40.92307692
326 40.79754601
327 40.97859327
328 40.85365854
329 40.72948328
330 40.60606061
331 40.48338369
332 40.66265060
333 40.54054054
334 40.41916168
335 40.59701493
336 40.77380952
337 40.65281899
338 40.53254438
339 40.41297935
340 40.58823529
341 40.76246334
342 40.93567251
343 40.81632653
344 40.69767442
345 40.57971014
346 40.75144509
347 40.92219020
348 40.80459770
349 40.97421203
350 41.14285714
351 41.02564103
352 40.90909091
353 41.07648725
354 41.24293785
355 41.12676056
356 41.29213483
357 41.45658263
358 41.62011173
359 41.50417827
360 41.66666667
361 41.55124654
362 41.71270718
363 41.87327824
364 41.75824176
365 41.64383562
366 41.80327869
367 41.68937330
368 41.57608696
369 41.46341463
370 41.62162162
371 41.77897574
372 41.66666667
373 41.55495979
374 41.71122995
375 41.86666667
376 41.75531915
377 41.64456233
378 41.79894180
379 41.68865435
380 41.57894737
381 41.73228346
382 41.88481675
383 42.03655352
384 41.92708333
385 42.07792208
386 41.96891192
387 41.86046512
388 41.75257732
389 41.90231362
390 42.05128205
391 42.19948849
392 42.34693878
393 42.23918575
394 42.13197970
395 42.27848101
396 42.42424242
397 42.56926952
398 42.46231156
399 42.60651629
400 42.50000000
401 42.64339152
402 42.53731343
403 42.43176179
404 42.32673267
405 42.22222222
406 42.11822660
407 42.01474201
408 41.91176471
409 42.05378973
410 41.95121951
411 41.84914842
412 41.74757282
413 41.64648910
414 41.54589372
415 41.68674699
416 41.82692308
417 41.72661871
418 41.62679426
419 41.76610979
420 41.90476190
421 41.80522565
422 41.70616114
423 41.60756501
424 41.74528302
425 41.88235294
426 42.01877934
427 41.92037471
428 41.82242991
429 41.95804196
430 41.86046512
431 41.99535963
432 42.12962963
433 42.03233256
434 41.93548387
435 41.83908046
436 41.74311927
437 41.64759725
438 41.78082192
439 41.91343964
440 41.81818182
441 41.72335601
442 41.62895928
443 41.53498871
444 41.44144144
445 41.34831461
446 41.25560538
447 41.38702461
448 41.29464286
449 41.20267261
450 41.33333333
451 41.24168514
452 41.37168142
453 41.28035320
454 41.18942731
455 41.09890110
456 41.22807018
457 41.35667396
458 41.26637555
459 41.17647059
460 41.30434783
461 41.21475054
462 41.12554113
463 41.03671706
464 41.16379310
465 41.07526882
466 40.98712446
467 41.11349036
468 41.02564103
469 41.15138593
470 41.06382979
471 40.97664544
472 40.88983051
473 40.80338266
474 40.71729958
475 40.63157895
476 40.75630252
477 40.67085954
478 40.79497908
479 40.91858038
480 41.04166667
481 40.95634096
482 40.87136929
483 40.78674948
484 40.70247934
485 40.61855670
486 40.53497942
487 40.65708419
488 40.57377049
489 40.49079755
490 40.61224490
491 40.52953157
492 40.44715447
493 40.36511156
494 40.48582996
495 40.60606061
496 40.72580645
497 40.64386318
498 40.56224900
499 40.48096192
500 40.40000000
501 40.31936128
502 40.23904382
503 40.15904573
504 40.27777778
505 40.19801980
506 40.31620553
507 40.23668639
508 40.35433071
509 40.27504912
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 39.96478873
569 39.89455185
570 40.00000000
571 39.92994746
572 40.03496503
573 39.96509599
574 39.89547038
575 39.82608696
576 39.93055556
577 40.03466205
578 39.96539792
579 39.89637306
580 40.00000000
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 40.00000000
616 40.09740260
617 40.03241491
618 40.12944984
619 40.06462036
620 40.00000000
621 39.93558776
622 40.03215434
623 39.96789727
624 39.90384615
625 39.84000000
626 39.93610224
627 39.87240829
628 39.80891720
629 39.90461049
630 39.84126984
631 39.93660856
632 40.03164557
633 39.96840442
634 39.90536278
635 39.84251969
636 39.77987421
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 39.53846154
651 39.47772657
652 39.57055215
653 39.50995406
654 39.60244648
655 39.54198473
656 39.63414634
657 39.57382040
658 39.66565350
659 39.60546282
660 39.54545455
661 39.48562784
662 39.42598187
663 39.36651584
664 39.45783133
665 39.54887218
666 39.48948949
667 39.58020990
668 39.67065868
669 39.76083707
670 39.70149254
671 39.64232489
672 39.58333333
673 39.52451709
674 39.46587537
675 39.40740741
676 39.34911243
677 39.29098966
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 38.79310345
697 38.73744620
698 38.68194842
699 38.76967096
700 38.71428571
701 38.80171184
702 38.88888889
703 38.97581792
704 38.92045455
705 38.86524823
706 38.81019830
707 38.75530410
708 38.70056497
709 38.78702398
710 38.87323944
711 38.95921238
712 38.90449438
713 38.99018233
714 39.07563025
715 39.02097902
716 38.96648045
717 38.91213389
718 38.85793872
719 38.94297636
720 38.88888889
721 38.83495146
722 38.91966759
723 39.00414938
724 38.95027624
725 39.03448276
726 38.98071625
727 38.92709766
728 38.87362637
729 38.82030178
730 38.76712329
731 38.71409029
732 38.79781421
733 38.88130969
734 38.96457766
735 38.91156463
736 38.85869565
737 38.94165536
738 38.88888889
739 38.97158322
740 38.91891892
741 39.00134953
742 39.08355795
743 39.03095559
744 39.11290323
745 39.06040268
746 39.00804290
747 38.95582329
748 38.90374332
749 38.85180240
750 38.93333333
Final result: 38.9333 +/- 1.7816
Random chance: 25.0000 +/- 1.5822