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1 Parent(s): aa24af8

Update app.py

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  1. app.py +511 -512
app.py CHANGED
@@ -281,619 +281,618 @@ def download_all_data():
281
  # --------------------------------------------------------------------
282
  # This is your larger dataset, rank = 44..105
283
  benchmark_data = [
284
- """
285
  {
286
- rank: 1,
287
- name: "sometimesanotion/Lamarck-14B-v0.7-rc4",
288
- scores: {
289
- average: 41.22,
290
- IFEval: 72.11,
291
- BBH: 49.85,
292
- MATH: 36.86,
293
- GPQA: 18.57,
294
- MUSR: 21.07,
295
- MMLU_PRO: 48.89,
296
- Architecture: "Qwen2ForCausalLM",
297
- Parameters: "14.766B",
298
- Chat_Template: "No"
299
  },
300
- hf_url: "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7-rc4",
301
- known_config: None
302
  },
303
  {
304
- rank: 2,
305
- name: "arcee-ai/Virtuoso-Small-v2",
306
- scores: {
307
- average: 41.08,
308
- IFEval: 82.73,
309
- BBH: 50.95,
310
- MATH: 38.22,
311
- GPQA: 13.76,
312
- MUSR: 14.28,
313
- MMLU_PRO: 46.53,
314
- Architecture: "Qwen2ForCausalLM",
315
- Parameters: "14.766B",
316
- Chat_Template: "Yes"
317
  },
318
- hf_url: "https://huggingface.co/arcee-ai/Virtuoso-Small-v2",
319
- known_config: None
320
  },
321
  {
322
- rank: 3,
323
- name: "sometimesanotion/Qwenvergence-14B-v12-Prose-DS",
324
- scores: {
325
- average: 41.08,
326
- IFEval: 61.73,
327
- BBH: 49.87,
328
- MATH: 42.30,
329
- GPQA: 19.24,
330
- MUSR: 24.78,
331
- MMLU_PRO: 48.54,
332
- Architecture: "Qwen2ForCausalLM",
333
- Parameters: "14.766B",
334
- Chat_Template: "No"
335
  },
336
- hf_url: "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v12-Prose-DS",
337
- known_config: None
338
  },
339
  {
340
- rank: 4,
341
- name: "bunnycore/Phi-4-Model-Stock-v4",
342
- scores: {
343
- average: 41.03,
344
- IFEval: 71.10,
345
- BBH: 55.90,
346
- MATH: 37.16,
347
- GPQA: 15.88,
348
- MUSR: 17.30,
349
- MMLU_PRO: 48.82,
350
- Architecture: "LlamaForCausalLM",
351
- Parameters: "14.66B",
352
- Chat_Template: "Yes"
353
  },
354
- hf_url: "https://huggingface.co/bunnycore/Phi-4-Model-Stock-v4",
355
- known_config: None
356
  },
357
  {
358
- rank: 5,
359
- name: "sthenno/tempesthenno-nuslerp-0124",
360
- scores: {
361
- average: 40.97,
362
- IFEval: 70.04,
363
- BBH: 49.28,
364
- MATH: 39.27,
365
- GPQA: 18.68,
366
- MUSR: 20.21,
367
- MMLU_PRO: 48.36,
368
- Architecture: "Qwen2ForCausalLM",
369
- Parameters: "14.766B",
370
- Chat_Template: "No"
371
  },
372
- hf_url: "https://huggingface.co/sthenno/tempesthenno-nuslerp-0124",
373
- known_config: None
374
  },
375
  {
376
- rank: 6,
377
- name: "bunnycore/Phi-4-RR-Shoup",
378
- scores: {
379
- average: 40.95,
380
- IFEval: 65.87,
381
- BBH: 56.11,
382
- MATH: 47.96,
383
- GPQA: 11.63,
384
- MUSR: 14.94,
385
- MMLU_PRO: 49.21,
386
- Architecture: "LlamaForCausalLM",
387
- Parameters: "14.66B",
388
- Chat_Template: "Yes"
389
  },
390
- hf_url: "https://huggingface.co/bunnycore/Phi-4-RR-Shoup",
391
- known_config: None
392
  },
393
  {
394
- rank: 7,
395
- name: "sometimesanotion/Qwenvergence-14B-v10",
396
- scores: {
397
- average: 40.86,
398
- IFEval: 67.57,
399
- BBH: 46.75,
400
- MATH: 44.18,
401
- GPQA: 17.23,
402
- MUSR: 22.33,
403
- MMLU_PRO: 47.10,
404
- Architecture: "Qwen2ForCausalLM",
405
- Parameters: "14.766B",
406
- Chat_Template: "No"
407
  },
408
- hf_url: "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v10",
409
- known_config: None
410
  },
411
  {
412
- rank: 8,
413
- name: "bunnycore/Phi-4-RStock-v0.1",
414
- scores: {
415
- average: 40.84,
416
- IFEval: 70.03,
417
- BBH: 55.98,
418
- MATH: 38.07,
419
- GPQA: 15.32,
420
- MUSR: 16.73,
421
- MMLU_PRO: 48.90,
422
- Architecture: "LlamaForCausalLM",
423
- Parameters: "14.66B",
424
- Chat_Template: "Yes"
425
  },
426
- hf_url: "https://huggingface.co/bunnycore/Phi-4-RStock-v0.1",
427
- known_config: None
428
  },
429
  {
430
- rank: 9,
431
- name: "jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
432
- scores: {
433
- average: 40.74,
434
- IFEval: 73.23,
435
- BBH: 49.57,
436
- MATH: 36.93,
437
- GPQA: 17.23,
438
- MUSR: 19.30,
439
- MMLU_PRO: 48.19,
440
- Architecture: "Qwen2ForCausalLM",
441
- Parameters: "14.766B",
442
- Chat_Template: "No"
443
  },
444
- hf_url: "https://huggingface.co/jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
445
- known_config: None
446
  },
447
  {
448
- rank: 10,
449
- name: "bunnycore/Phi-4-ReasoningRP",
450
- scores: {
451
- average: 40.73,
452
- IFEval: 67.36,
453
- BBH: 55.88,
454
- MATH: 44.34,
455
- GPQA: 12.53,
456
- MUSR: 15.14,
457
- MMLU_PRO: 49.12,
458
- Architecture: "LlamaForCausalLM",
459
- Parameters: "14.66B",
460
- Chat_Template: "Yes"
461
  },
462
- hf_url: "https://huggingface.co/bunnycore/Phi-4-ReasoningRP",
463
- known_config: None
464
  },
465
  {
466
- rank: 11,
467
- name: "sometimesanotion/Lamarck-14B-v0.7-rc1",
468
- scores: {
469
- average: 40.69,
470
- IFEval: 73.05,
471
- BBH: 49.51,
472
- MATH: 35.80,
473
- GPQA: 18.57,
474
- MUSR: 18.13,
475
- MMLU_PRO: 49.06,
476
- Architecture: "Qwen2ForCausalLM",
477
- Parameters: "14.766B",
478
- Chat_Template: "No"
479
  },
480
- hf_url: "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7-rc1",
481
- known_config: None
482
  },
483
  {
484
- rank: 12,
485
- name: "jpacifico/Chocolatine-2-14B-Instruct-v2.0b2",
486
- scores: {
487
- average: 40.62,
488
- IFEval: 72.41,
489
- BBH: 49.58,
490
- MATH: 35.73,
491
- GPQA: 17.79,
492
- MUSR: 19.66,
493
- MMLU_PRO: 48.54,
494
- Architecture: "Qwen2ForCausalLM",
495
- Parameters: "14.766B",
496
- Chat_Template: "No"
497
  },
498
- hf_url: "https://huggingface.co/jpacifico/Chocolatine-2-14B-Instruct-v2.0b2",
499
- known_config: None
500
  },
501
  {
502
- rank: 13,
503
- name: "sometimesanotion/Qwenvergence-14B-v11",
504
- scores: {
505
- average: 40.56,
506
- IFEval: 71.92,
507
- BBH: 47.55,
508
- MATH: 40.71,
509
- GPQA: 16.33,
510
- MUSR: 18.76,
511
- MMLU_PRO: 48.08,
512
- Architecture: "Qwen2ForCausalLM",
513
- Parameters: "14.766B",
514
- Chat_Template: "No"
515
  },
516
- hf_url: "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v11",
517
- known_config: None
518
  },
519
  {
520
- rank: 14,
521
- name: "sthenno/tempesthenno-ppo-ckpt40",
522
- scores: {
523
- average: 40.55,
524
- IFEval: 79.23,
525
- BBH: 50.57,
526
- MATH: 34.21,
527
- GPQA: 17.00,
528
- MUSR: 14.56,
529
- MMLU_PRO: 47.69,
530
- Architecture: "Qwen2ForCausalLM",
531
- Parameters: "14.766B",
532
- Chat_Template: "Yes"
533
  },
534
- hf_url: "https://huggingface.co/sthenno/tempesthenno-ppo-ckpt40",
535
- known_config: None
536
  },
537
  {
538
- rank: 15,
539
- name: "tensopolis/virtuoso-small-v2-tensopolis-v1",
540
- scores: {
541
- average: 40.38,
542
- IFEval: 80.94,
543
- BBH: 50.46,
544
- MATH: 35.88,
545
- GPQA: 13.65,
546
- MUSR: 15.82,
547
- MMLU_PRO: 45.52,
548
- Architecture: "Qwen2ForCausalLM",
549
- Parameters: "14.766B",
550
- Chat_Template: "Yes"
551
  },
552
- hf_url: "https://huggingface.co/tensopolis/virtuoso-small-v2-tensopolis-v1",
553
- known_config: None
554
  },
555
  {
556
- rank: 16,
557
- name: "sometimesanotion/Lamarck-14B-v0.6",
558
- scores: {
559
- average: 40.37,
560
- IFEval: 69.73,
561
- BBH: 49.30,
562
- MATH: 35.65,
563
- GPQA: 18.57,
564
- MUSR: 20.12,
565
- MMLU_PRO: 48.89,
566
- Architecture: "Qwen2ForCausalLM",
567
- Parameters: "14.766B",
568
- Chat_Template: "No"
569
  },
570
- hf_url: "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.6",
571
- known_config: None
572
  },
573
  {
574
- rank: 17,
575
- name: "sthenno-com/miscii-14b-0130",
576
- scores: {
577
- average: 40.29,
578
- IFEval: 66.47,
579
- BBH: 49.84,
580
- MATH: 38.44,
581
- GPQA: 17.56,
582
- MUSR: 20.96,
583
- MMLU_PRO: 48.48,
584
- Architecture: "Qwen2ForCausalLM",
585
- Parameters: "14.766B",
586
- Chat_Template: "No"
587
  },
588
- hf_url: "https://huggingface.co/sthenno-com/miscii-14b-0130",
589
- known_config: None
590
  },
591
  {
592
- rank: 18,
593
- name: "hotmailuser/QwenSlerp2-14B",
594
- scores: {
595
- average: 40.21,
596
- IFEval: 70.37,
597
- BBH: 49.68,
598
- MATH: 35.73,
599
- GPQA: 17.45,
600
- MUSR: 19.35,
601
- MMLU_PRO: 48.66,
602
- Architecture: "Qwen2ForCausalLM",
603
- Parameters: "14.766B",
604
- Chat_Template: "No"
605
  },
606
- hf_url: "https://huggingface.co/hotmailuser/QwenSlerp2-14B",
607
- known_config: None
608
  },
609
  {
610
- rank: 19,
611
- name: "Sakalti/ultiima-14B-v0.2",
612
- scores: {
613
- average: 40.18,
614
- IFEval: 70.70,
615
- BBH: 49.51,
616
- MATH: 35.27,
617
- GPQA: 17.67,
618
- MUSR: 19.19,
619
- MMLU_PRO: 48.75,
620
- Architecture: "Qwen2ForCausalLM",
621
- Parameters: "14.766B",
622
- Chat_Template: "No"
623
  },
624
- hf_url: "https://huggingface.co/Sakalti/ultiima-14B-v0.2",
625
- known_config: None
626
  },
627
  {
628
- rank: 20,
629
- name: "pankajmathur/orca_mini_phi-4",
630
- scores: {
631
- average: 40.16,
632
- IFEval: 77.81,
633
- BBH: 54.63,
634
- MATH: 26.44,
635
- GPQA: 16.55,
636
- MUSR: 18.25,
637
- MMLU_PRO: 47.28,
638
- Architecture: "LlamaForCausalLM",
639
- Parameters: "14.66B",
640
- Chat_Template: "Yes"
641
  },
642
- hf_url: "https://huggingface.co/pankajmathur/orca_mini_phi-4",
643
- known_config: None
644
  },
645
  {
646
- rank: 21,
647
- name: "pankajmathur/orca_mini_v9_2_14B",
648
- scores: {
649
- average: 40.16,
650
- IFEval: 77.81,
651
- BBH: 54.63,
652
- MATH: 26.44,
653
- GPQA: 16.55,
654
- MUSR: 18.25,
655
- MMLU_PRO: 47.28,
656
- Architecture: "LlamaForCausalLM",
657
- Parameters: "14.66B",
658
- Chat_Template: "Yes"
659
  },
660
- hf_url: "https://huggingface.co/pankajmathur/orca_mini_v9_2_14B",
661
- known_config: None
662
  },
663
  {
664
- rank: 22,
665
- name: "sometimesanotion/Qwen2.5-14B-Vimarckoso-v3",
666
- scores: {
667
- average: 40.10,
668
- IFEval: 72.57,
669
- BBH: 48.58,
670
- MATH: 34.44,
671
- GPQA: 17.34,
672
- MUSR: 19.39,
673
- MMLU_PRO: 48.26,
674
- Architecture: "Qwen2ForCausalLM",
675
- Parameters: "14B",
676
- Chat_Template: "No"
677
  },
678
- hf_url: "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3",
679
- known_config: None
680
  },
681
  {
682
- rank: 23,
683
- name: "sthenno-com/miscii-14b-1225",
684
- scores: {
685
- average: 40.08,
686
- IFEval: 78.78,
687
- BBH: 50.91,
688
- MATH: 31.57,
689
- GPQA: 17.00,
690
- MUSR: 14.77,
691
- MMLU_PRO: 47.46,
692
- Architecture: "Qwen2ForCausalLM",
693
- Parameters: "14.766B",
694
- Chat_Template: "Yes"
695
  },
696
- hf_url: "https://huggingface.co/sthenno-com/miscii-14b-1225",
697
- known_config: None
698
  },
699
  {
700
- rank: 24,
701
- name: "bunnycore/Phi-4-Model-Stock",
702
- scores: {
703
- average: 40.06,
704
- IFEval: 68.79,
705
- BBH: 55.32,
706
- MATH: 38.60,
707
- GPQA: 13.98,
708
- MUSR: 15.12,
709
- MMLU_PRO: 48.54,
710
- Architecture: "LlamaForCausalLM",
711
- Parameters: "14.66B",
712
- Chat_Template: "Yes"
713
  },
714
- hf_url: "https://huggingface.co/bunnycore/Phi-4-Model-Stock",
715
- known_config: None
716
  },
717
  {
718
- rank: 25,
719
- name: "djuna/Q2.5-Veltha-14B-0.5",
720
- scores: {
721
- average: 39.96,
722
- IFEval: 77.96,
723
- BBH: 50.32,
724
- MATH: 33.84,
725
- GPQA: 15.77,
726
- MUSR: 14.17,
727
- MMLU_PRO: 47.72,
728
- Architecture: "Qwen2ForCausalLM",
729
- Parameters: "14.766B",
730
- Chat_Template: "Yes"
731
  },
732
- hf_url: "https://huggingface.co/djuna/Q2.5-Veltha-14B-0.5",
733
- known_config: None
734
  },
735
  {
736
- rank: 26,
737
- name: "ehristoforu/fp4-14b-v1-fix",
738
- scores: {
739
- average: 39.96,
740
- IFEval: 67.42,
741
- BBH: 54.33,
742
- MATH: 39.58,
743
- GPQA: 13.87,
744
- MUSR: 16.18,
745
- MMLU_PRO: 48.37,
746
- Architecture: "LlamaForCausalLM",
747
- Parameters: "14.66B",
748
- Chat_Template: "Yes"
749
  },
750
- hf_url: "https://huggingface.co/ehristoforu/fp4-14b-v1-fix",
751
- known_config: None
752
  },
753
  {
754
- rank: 27,
755
- name: "sthenno/tempesthenno-nuslerp-001",
756
- scores: {
757
- average: 39.94,
758
- IFEval: 79.26,
759
- BBH: 51.04,
760
- MATH: 31.72,
761
- GPQA: 16.44,
762
- MUSR: 13.88,
763
- MMLU_PRO: 47.30,
764
- Architecture: "Qwen2ForCausalLM",
765
- Parameters: "14.766B",
766
- Chat_Template: "Yes"
767
  },
768
- hf_url: "https://huggingface.co/sthenno/tempesthenno-nuslerp-001",
769
- known_config: None
770
  },
771
  {
772
- rank: 28,
773
- name: "bunnycore/Phi-4-Stock-Ex",
774
- scores: {
775
- average: 39.93,
776
- IFEval: 65.75,
777
- BBH: 55.20,
778
- MATH: 39.12,
779
- GPQA: 13.42,
780
- MUSR: 17.46,
781
- MMLU_PRO: 48.61,
782
- Architecture: "LlamaForCausalLM",
783
- Parameters: "14.66B",
784
- Chat_Template: "Yes"
785
  },
786
- hf_url: "https://huggingface.co/bunnycore/Phi-4-Stock-Ex",
787
- known_config: None
788
  },
789
  {
790
- rank: 29,
791
- name: "hotmailuser/QwenSlerp-14B",
792
- scores: {
793
- average: 39.87,
794
- IFEval: 70.25,
795
- BBH: 49.42,
796
- MATH: 35.50,
797
- GPQA: 18.34,
798
- MUSR: 16.83,
799
- MMLU_PRO: 48.89,
800
- Architecture: "Qwen2ForCausalLM",
801
- Parameters: "14.766B",
802
- Chat_Template: "No"
803
  },
804
- hf_url: "https://huggingface.co/hotmailuser/QwenSlerp-14B",
805
- known_config: None
806
  },
807
  {
808
- rank: 30,
809
- name: "sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-model_stock",
810
- scores: {
811
- average: 39.81,
812
- IFEval: 71.62,
813
- BBH: 48.76,
814
- MATH: 33.99,
815
- GPQA: 17.34,
816
- MUSR: 19.23,
817
- MMLU_PRO: 47.95,
818
- Architecture: "Qwen2ForCausalLM",
819
- Parameters: "14B",
820
- Chat_Template: "No"
821
  },
822
- hf_url: "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-model_stock",
823
- known_config: None
824
  },
825
  {
826
- rank: 31,
827
- name: "tensopolis/virtuoso-small-tensopolis-v1",
828
- scores: {
829
- average: 39.69,
830
- IFEval: 79.50,
831
- BBH: 50.70,
832
- MATH: 36.03,
833
- GPQA: 10.85,
834
- MUSR: 14.70,
835
- MMLU_PRO: 46.36,
836
- Architecture: "Qwen2ForCausalLM",
837
- Parameters: "14.77B",
838
- Chat_Template: "Yes"
839
  },
840
- hf_url: "https://huggingface.co/tensopolis/virtuoso-small-tensopolis-v1",
841
- known_config: None
842
  },
843
  {
844
- rank: 32,
845
- name: "sometimesanotion/Lamarck-14B-v0.6-model_stock",
846
- scores: {
847
- average: 39.58,
848
- IFEval: 67.90,
849
- BBH: 46.49,
850
- MATH: 35.88,
851
- GPQA: 17.90,
852
- MUSR: 22.68,
853
- MMLU_PRO: 46.64,
854
- Architecture: "Qwen2ForCausalLM",
855
- Parameters: "14B",
856
- Chat_Template: "No"
857
  },
858
- hf_url: "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.6-model_stock",
859
- known_config: None
860
  },
861
  {
862
- rank: 33,
863
- name: "tensopolis/virtuoso-small-tensopolis-v2",
864
- scores: {
865
- average: 39.53,
866
- IFEval: 80.20,
867
- BBH: 50.23,
868
- MATH: 35.27,
869
- GPQA: 10.51,
870
- MUSR: 14.84,
871
- MMLU_PRO: 46.15,
872
- Architecture: "Qwen2ForCausalLM",
873
- Parameters: "14.77B",
874
- Chat_Template: "Yes"
875
  },
876
- hf_url: "https://huggingface.co/tensopolis/virtuoso-small-tensopolis-v2",
877
- known_config: None
878
  },
879
  {
880
- rank: 34,
881
- name: "Sakalti/ultiima-14B-v0.3",
882
- scores: {
883
- average: 39.53,
884
- IFEval: 70.40,
885
- BBH: 48.45,
886
- MATH: 34.52,
887
- GPQA: 16.89,
888
- MUSR: 18.73,
889
- MMLU_PRO: 48.18,
890
- Architecture: "Qwen2ForCausalLM",
891
- Parameters: "14.766B",
892
- Chat_Template: "No"
893
  },
894
- hf_url: "https://huggingface.co/Sakalti/ultiima-14B-v0.3",
895
- known_config: None
896
- }"""
897
  ]
898
 
899
  def snippet_scrape_model_page(url):
 
281
  # --------------------------------------------------------------------
282
  # This is your larger dataset, rank = 44..105
283
  benchmark_data = [
 
284
  {
285
+ "rank": 1,
286
+ "name": "sometimesanotion/Lamarck-14B-v0.7-rc4",
287
+ "scores": {
288
+ "average": 41.22,
289
+ "IFEval": 72.11,
290
+ "BBH": 49.85,
291
+ "MATH": 36.86,
292
+ "GPQA": 18.57,
293
+ "MUSR": 21.07,
294
+ "MMLU_PRO": 48.89,
295
+ "Architecture": "Qwen2ForCausalLM",
296
+ "Parameters": "14.766B",
297
+ "Chat_Template": "No"
298
  },
299
+ "hf_url": "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7-rc4",
300
+ "known_config": None
301
  },
302
  {
303
+ "rank": 2,
304
+ "name": "arcee-ai/Virtuoso-Small-v2",
305
+ "scores": {
306
+ "average": 41.08,
307
+ "IFEval": 82.73,
308
+ "BBH": 50.95,
309
+ "MATH": 38.22,
310
+ "GPQA": 13.76,
311
+ "MUSR": 14.28,
312
+ "MMLU_PRO": 46.53,
313
+ "Architecture": "Qwen2ForCausalLM",
314
+ "Parameters": "14.766B",
315
+ "Chat_Template": "Yes"
316
  },
317
+ "hf_url": "https://huggingface.co/arcee-ai/Virtuoso-Small-v2",
318
+ "known_config": None
319
  },
320
  {
321
+ "rank": 3,
322
+ "name": "sometimesanotion/Qwenvergence-14B-v12-Prose-DS",
323
+ "scores": {
324
+ "average": 41.08,
325
+ "IFEval": 61.73,
326
+ "BBH": 49.87,
327
+ "MATH": 42.30,
328
+ "GPQA": 19.24,
329
+ "MUSR": 24.78,
330
+ "MMLU_PRO": 48.54,
331
+ "Architecture": "Qwen2ForCausalLM",
332
+ "Parameters": "14.766B",
333
+ "Chat_Template": "No"
334
  },
335
+ "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v12-Prose-DS",
336
+ "known_config": None
337
  },
338
  {
339
+ "rank": 4,
340
+ "name": "bunnycore/Phi-4-Model-Stock-v4",
341
+ "scores": {
342
+ "average": 41.03,
343
+ "IFEval": 71.10,
344
+ "BBH": 55.90,
345
+ "MATH": 37.16,
346
+ "GPQA": 15.88,
347
+ "MUSR": 17.30,
348
+ "MMLU_PRO": 48.82,
349
+ "Architecture": "LlamaForCausalLM",
350
+ "Parameters": "14.66B",
351
+ "Chat_Template": "Yes"
352
  },
353
+ "hf_url": "https://huggingface.co/bunnycore/Phi-4-Model-Stock-v4",
354
+ "known_config": None
355
  },
356
  {
357
+ "rank": 5,
358
+ "name": "sthenno/tempesthenno-nuslerp-0124",
359
+ "scores": {
360
+ "average": 40.97,
361
+ "IFEval": 70.04,
362
+ "BBH": 49.28,
363
+ "MATH": 39.27,
364
+ "GPQA": 18.68,
365
+ "MUSR": 20.21,
366
+ "MMLU_PRO": 48.36,
367
+ "Architecture": "Qwen2ForCausalLM",
368
+ "Parameters": "14.766B",
369
+ "Chat_Template": "No"
370
  },
371
+ "hf_url": "https://huggingface.co/sthenno/tempesthenno-nuslerp-0124",
372
+ "known_config": None
373
  },
374
  {
375
+ "rank": 6,
376
+ "name": "bunnycore/Phi-4-RR-Shoup",
377
+ "scores": {
378
+ "average": 40.95,
379
+ "IFEval": 65.87,
380
+ "BBH": 56.11,
381
+ "MATH": 47.96,
382
+ "GPQA": 11.63,
383
+ "MUSR": 14.94,
384
+ "MMLU_PRO": 49.21,
385
+ "Architecture": "LlamaForCausalLM",
386
+ "Parameters": "14.66B",
387
+ "Chat_Template": "Yes"
388
  },
389
+ "hf_url": "https://huggingface.co/bunnycore/Phi-4-RR-Shoup",
390
+ "known_config": None
391
  },
392
  {
393
+ "rank": 7,
394
+ "name": "sometimesanotion/Qwenvergence-14B-v10",
395
+ "scores": {
396
+ "average": 40.86,
397
+ "IFEval": 67.57,
398
+ "BBH": 46.75,
399
+ "MATH": 44.18,
400
+ "GPQA": 17.23,
401
+ "MUSR": 22.33,
402
+ "MMLU_PRO": 47.10,
403
+ "Architecture": "Qwen2ForCausalLM",
404
+ "Parameters": "14.766B",
405
+ "Chat_Template": "No"
406
  },
407
+ "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v10",
408
+ "known_config": None
409
  },
410
  {
411
+ "rank": 8,
412
+ "name": "bunnycore/Phi-4-RStock-v0.1",
413
+ "scores": {
414
+ "average": 40.84,
415
+ "IFEval": 70.03,
416
+ "BBH": 55.98,
417
+ "MATH": 38.07,
418
+ "GPQA": 15.32,
419
+ "MUSR": 16.73,
420
+ "MMLU_PRO": 48.90,
421
+ "Architecture": "LlamaForCausalLM",
422
+ "Parameters": "14.66B",
423
+ "Chat_Template": "Yes"
424
  },
425
+ "hf_url": "https://huggingface.co/bunnycore/Phi-4-RStock-v0.1",
426
+ "known_config": None
427
  },
428
  {
429
+ "rank": 9,
430
+ "name": "jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
431
+ "scores": {
432
+ "average": 40.74,
433
+ "IFEval": 73.23,
434
+ "BBH": 49.57,
435
+ "MATH": 36.93,
436
+ "GPQA": 17.23,
437
+ "MUSR": 19.30,
438
+ "MMLU_PRO": 48.19,
439
+ "Architecture": "Qwen2ForCausalLM",
440
+ "Parameters": "14.766B",
441
+ "Chat_Template": "No"
442
  },
443
+ "hf_url": "https://huggingface.co/jpacifico/Chocolatine-2-14B-Instruct-v2.0b3",
444
+ "known_config": None
445
  },
446
  {
447
+ "rank": 10,
448
+ "name": "bunnycore/Phi-4-ReasoningRP",
449
+ "scores": {
450
+ "average": 40.73,
451
+ "IFEval": 67.36,
452
+ "BBH": 55.88,
453
+ "MATH": 44.34,
454
+ "GPQA": 12.53,
455
+ "MUSR": 15.14,
456
+ "MMLU_PRO": 49.12,
457
+ "Architecture": "LlamaForCausalLM",
458
+ "Parameters": "14.66B",
459
+ "Chat_Template": "Yes"
460
  },
461
+ "hf_url": "https://huggingface.co/bunnycore/Phi-4-ReasoningRP",
462
+ "known_config": None
463
  },
464
  {
465
+ "rank": 11,
466
+ "name": "sometimesanotion/Lamarck-14B-v0.7-rc1",
467
+ "scores": {
468
+ "average": 40.69,
469
+ "IFEval": 73.05,
470
+ "BBH": 49.51,
471
+ "MATH": 35.80,
472
+ "GPQA": 18.57,
473
+ "MUSR": 18.13,
474
+ "MMLU_PRO": 49.06,
475
+ "Architecture": "Qwen2ForCausalLM",
476
+ "Parameters": "14.766B",
477
+ "Chat_Template": "No"
478
  },
479
+ "hf_url": "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.7-rc1",
480
+ "known_config": None
481
  },
482
  {
483
+ "rank": 12,
484
+ "name": "jpacifico/Chocolatine-2-14B-Instruct-v2.0b2",
485
+ "scores": {
486
+ "average": 40.62,
487
+ "IFEval": 72.41,
488
+ "BBH": 49.58,
489
+ "MATH": 35.73,
490
+ "GPQA": 17.79,
491
+ "MUSR": 19.66,
492
+ "MMLU_PRO": 48.54,
493
+ "Architecture": "Qwen2ForCausalLM",
494
+ "Parameters": "14.766B",
495
+ "Chat_Template": "No"
496
  },
497
+ "hf_url": "https://huggingface.co/jpacifico/Chocolatine-2-14B-Instruct-v2.0b2",
498
+ "known_config": None
499
  },
500
  {
501
+ "rank": 13,
502
+ "name": "sometimesanotion/Qwenvergence-14B-v11",
503
+ "scores": {
504
+ "average": 40.56,
505
+ "IFEval": 71.92,
506
+ "BBH": 47.55,
507
+ "MATH": 40.71,
508
+ "GPQA": 16.33,
509
+ "MUSR": 18.76,
510
+ "MMLU_PRO": 48.08,
511
+ "Architecture": "Qwen2ForCausalLM",
512
+ "Parameters": "14.766B",
513
+ "Chat_Template": "No"
514
  },
515
+ "hf_url": "https://huggingface.co/sometimesanotion/Qwenvergence-14B-v11",
516
+ "known_config": None
517
  },
518
  {
519
+ "rank": 14,
520
+ "name": "sthenno/tempesthenno-ppo-ckpt40",
521
+ "scores": {
522
+ "average": 40.55,
523
+ "IFEval": 79.23,
524
+ "BBH": 50.57,
525
+ "MATH": 34.21,
526
+ "GPQA": 17.00,
527
+ "MUSR": 14.56,
528
+ "MMLU_PRO": 47.69,
529
+ "Architecture": "Qwen2ForCausalLM",
530
+ "Parameters": "14.766B",
531
+ "Chat_Template": "Yes"
532
  },
533
+ "hf_url": "https://huggingface.co/sthenno/tempesthenno-ppo-ckpt40",
534
+ "known_config": None
535
  },
536
  {
537
+ "rank": 15,
538
+ "name": "tensopolis/virtuoso-small-v2-tensopolis-v1",
539
+ "scores": {
540
+ "average": 40.38,
541
+ "IFEval": 80.94,
542
+ "BBH": 50.46,
543
+ "MATH": 35.88,
544
+ "GPQA": 13.65,
545
+ "MUSR": 15.82,
546
+ "MMLU_PRO": 45.52,
547
+ "Architecture": "Qwen2ForCausalLM",
548
+ "Parameters": "14.766B",
549
+ "Chat_Template": "Yes"
550
  },
551
+ "hf_url": "https://huggingface.co/tensopolis/virtuoso-small-v2-tensopolis-v1",
552
+ "known_config": None
553
  },
554
  {
555
+ "rank": 16,
556
+ "name": "sometimesanotion/Lamarck-14B-v0.6",
557
+ "scores": {
558
+ "average": 40.37,
559
+ "IFEval": 69.73,
560
+ "BBH": 49.30,
561
+ "MATH": 35.65,
562
+ "GPQA": 18.57,
563
+ "MUSR": 20.12,
564
+ "MMLU_PRO": 48.89,
565
+ "Architecture": "Qwen2ForCausalLM",
566
+ "Parameters": "14.766B",
567
+ "Chat_Template": "No"
568
  },
569
+ "hf_url": "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.6",
570
+ "known_config": None
571
  },
572
  {
573
+ "rank": 17,
574
+ "name": "sthenno-com/miscii-14b-0130",
575
+ "scores": {
576
+ "average": 40.29,
577
+ "IFEval": 66.47,
578
+ "BBH": 49.84,
579
+ "MATH": 38.44,
580
+ "GPQA": 17.56,
581
+ "MUSR": 20.96,
582
+ "MMLU_PRO": 48.48,
583
+ "Architecture": "Qwen2ForCausalLM",
584
+ "Parameters": "14.766B",
585
+ "Chat_Template": "No"
586
  },
587
+ "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-0130",
588
+ "known_config": None
589
  },
590
  {
591
+ "rank": 18,
592
+ "name": "hotmailuser/QwenSlerp2-14B",
593
+ "scores": {
594
+ "average": 40.21,
595
+ "IFEval": 70.37,
596
+ "BBH": 49.68,
597
+ "MATH": 35.73,
598
+ "GPQA": 17.45,
599
+ "MUSR": 19.35,
600
+ "MMLU_PRO": 48.66,
601
+ "Architecture": "Qwen2ForCausalLM",
602
+ "Parameters": "14.766B",
603
+ "Chat_Template": "No"
604
  },
605
+ "hf_url": "https://huggingface.co/hotmailuser/QwenSlerp2-14B",
606
+ "known_config": None
607
  },
608
  {
609
+ "rank": 19,
610
+ "name": "Sakalti/ultiima-14B-v0.2",
611
+ "scores": {
612
+ "average": 40.18,
613
+ "IFEval": 70.70,
614
+ "BBH": 49.51,
615
+ "MATH": 35.27,
616
+ "GPQA": 17.67,
617
+ "MUSR": 19.19,
618
+ "MMLU_PRO": 48.75,
619
+ "Architecture": "Qwen2ForCausalLM",
620
+ "Parameters": "14.766B",
621
+ "Chat_Template": "No"
622
  },
623
+ "hf_url": "https://huggingface.co/Sakalti/ultiima-14B-v0.2",
624
+ "known_config": None
625
  },
626
  {
627
+ "rank": 20,
628
+ "name": "pankajmathur/orca_mini_phi-4",
629
+ "scores": {
630
+ "average": 40.16,
631
+ "IFEval": 77.81,
632
+ "BBH": 54.63,
633
+ "MATH": 26.44,
634
+ "GPQA": 16.55,
635
+ "MUSR": 18.25,
636
+ "MMLU_PRO": 47.28,
637
+ "Architecture": "LlamaForCausalLM",
638
+ "Parameters": "14.66B",
639
+ "Chat_Template": "Yes"
640
  },
641
+ "hf_url": "https://huggingface.co/pankajmathur/orca_mini_phi-4",
642
+ "known_config": None
643
  },
644
  {
645
+ "rank": 21,
646
+ "name": "pankajmathur/orca_mini_v9_2_14B",
647
+ "scores": {
648
+ "average": 40.16,
649
+ "IFEval": 77.81,
650
+ "BBH": 54.63,
651
+ "MATH": 26.44,
652
+ "GPQA": 16.55,
653
+ "MUSR": 18.25,
654
+ "MMLU_PRO": 47.28,
655
+ "Architecture": "LlamaForCausalLM",
656
+ "Parameters": "14.66B",
657
+ "Chat_Template": "Yes"
658
  },
659
+ "hf_url": "https://huggingface.co/pankajmathur/orca_mini_v9_2_14B",
660
+ "known_config": None
661
  },
662
  {
663
+ "rank": 22,
664
+ "name": "sometimesanotion/Qwen2.5-14B-Vimarckoso-v3",
665
+ "scores": {
666
+ "average": 40.10,
667
+ "IFEval": 72.57,
668
+ "BBH": 48.58,
669
+ "MATH": 34.44,
670
+ "GPQA": 17.34,
671
+ "MUSR": 19.39,
672
+ "MMLU_PRO": 48.26,
673
+ "Architecture": "Qwen2ForCausalLM",
674
+ "Parameters": "14B",
675
+ "Chat_Template": "No"
676
  },
677
+ "hf_url": "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3",
678
+ "known_config": None
679
  },
680
  {
681
+ "rank": 23,
682
+ "name": "sthenno-com/miscii-14b-1225",
683
+ "scores": {
684
+ "average": 40.08,
685
+ "IFEval": 78.78,
686
+ "BBH": 50.91,
687
+ "MATH": 31.57,
688
+ "GPQA": 17.00,
689
+ "MUSR": 14.77,
690
+ "MMLU_PRO": 47.46,
691
+ "Architecture": "Qwen2ForCausalLM",
692
+ "Parameters": "14.766B",
693
+ "Chat_Template": "Yes"
694
  },
695
+ "hf_url": "https://huggingface.co/sthenno-com/miscii-14b-1225",
696
+ "known_config": None
697
  },
698
  {
699
+ "rank": 24,
700
+ "name": "bunnycore/Phi-4-Model-Stock",
701
+ "scores": {
702
+ "average": 40.06,
703
+ "IFEval": 68.79,
704
+ "BBH": 55.32,
705
+ "MATH": 38.60,
706
+ "GPQA": 13.98,
707
+ "MUSR": 15.12,
708
+ "MMLU_PRO": 48.54,
709
+ "Architecture": "LlamaForCausalLM",
710
+ "Parameters": "14.66B",
711
+ "Chat_Template": "Yes"
712
  },
713
+ "hf_url": "https://huggingface.co/bunnycore/Phi-4-Model-Stock",
714
+ "known_config": None
715
  },
716
  {
717
+ "rank": 25,
718
+ "name": "djuna/Q2.5-Veltha-14B-0.5",
719
+ "scores": {
720
+ "average": 39.96,
721
+ "IFEval": 77.96,
722
+ "BBH": 50.32,
723
+ "MATH": 33.84,
724
+ "GPQA": 15.77,
725
+ "MUSR": 14.17,
726
+ "MMLU_PRO": 47.72,
727
+ "Architecture": "Qwen2ForCausalLM",
728
+ "Parameters": "14.766B",
729
+ "Chat_Template": "Yes"
730
  },
731
+ "hf_url": "https://huggingface.co/djuna/Q2.5-Veltha-14B-0.5",
732
+ "known_config": None
733
  },
734
  {
735
+ "rank": 26,
736
+ "name": "ehristoforu/fp4-14b-v1-fix",
737
+ "scores": {
738
+ "average": 39.96,
739
+ "IFEval": 67.42,
740
+ "BBH": 54.33,
741
+ "MATH": 39.58,
742
+ "GPQA": 13.87,
743
+ "MUSR": 16.18,
744
+ "MMLU_PRO": 48.37,
745
+ "Architecture": "LlamaForCausalLM",
746
+ "Parameters": "14.66B",
747
+ "Chat_Template": "Yes"
748
  },
749
+ "hf_url": "https://huggingface.co/ehristoforu/fp4-14b-v1-fix",
750
+ "known_config": None
751
  },
752
  {
753
+ "rank": 27,
754
+ "name": "sthenno/tempesthenno-nuslerp-001",
755
+ "scores": {
756
+ "average": 39.94,
757
+ "IFEval": 79.26,
758
+ "BBH": 51.04,
759
+ "MATH": 31.72,
760
+ "GPQA": 16.44,
761
+ "MUSR": 13.88,
762
+ "MMLU_PRO": 47.30,
763
+ "Architecture": "Qwen2ForCausalLM",
764
+ "Parameters": "14.766B",
765
+ "Chat_Template": "Yes"
766
  },
767
+ "hf_url": "https://huggingface.co/sthenno/tempesthenno-nuslerp-001",
768
+ "known_config": None
769
  },
770
  {
771
+ "rank": 28,
772
+ "name": "bunnycore/Phi-4-Stock-Ex",
773
+ "scores": {
774
+ "average": 39.93,
775
+ "IFEval": 65.75,
776
+ "BBH": 55.20,
777
+ "MATH": 39.12,
778
+ "GPQA": 13.42,
779
+ "MUSR": 17.46,
780
+ "MMLU_PRO": 48.61,
781
+ "Architecture": "LlamaForCausalLM",
782
+ "Parameters": "14.66B",
783
+ "Chat_Template": "Yes"
784
  },
785
+ "hf_url": "https://huggingface.co/bunnycore/Phi-4-Stock-Ex",
786
+ "known_config": None
787
  },
788
  {
789
+ "rank": 29,
790
+ "name": "hotmailuser/QwenSlerp-14B",
791
+ "scores": {
792
+ "average": 39.87,
793
+ "IFEval": 70.25,
794
+ "BBH": 49.42,
795
+ "MATH": 35.50,
796
+ "GPQA": 18.34,
797
+ "MUSR": 16.83,
798
+ "MMLU_PRO": 48.89,
799
+ "Architecture": "Qwen2ForCausalLM",
800
+ "Parameters": "14.766B",
801
+ "Chat_Template": "No"
802
  },
803
+ "hf_url": "https://huggingface.co/hotmailuser/QwenSlerp-14B",
804
+ "known_config": None
805
  },
806
  {
807
+ "rank": 30,
808
+ "name": "sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-model_stock",
809
+ "scores": {
810
+ "average": 39.81,
811
+ "IFEval": 71.62,
812
+ "BBH": 48.76,
813
+ "MATH": 33.99,
814
+ "GPQA": 17.34,
815
+ "MUSR": 19.23,
816
+ "MMLU_PRO": 47.95,
817
+ "Architecture": "Qwen2ForCausalLM",
818
+ "Parameters": "14B",
819
+ "Chat_Template": "No"
820
  },
821
+ "hf_url": "https://huggingface.co/sometimesanotion/Qwen2.5-14B-Vimarckoso-v3-model_stock",
822
+ "known_config": None
823
  },
824
  {
825
+ "rank": 31,
826
+ "name": "tensopolis/virtuoso-small-tensopolis-v1",
827
+ "scores": {
828
+ "average": 39.69,
829
+ "IFEval": 79.50,
830
+ "BBH": 50.70,
831
+ "MATH": 36.03,
832
+ "GPQA": 10.85,
833
+ "MUSR": 14.70,
834
+ "MMLU_PRO": 46.36,
835
+ "Architecture": "Qwen2ForCausalLM",
836
+ "Parameters": "14.77B",
837
+ "Chat_Template": "Yes"
838
  },
839
+ "hf_url": "https://huggingface.co/tensopolis/virtuoso-small-tensopolis-v1",
840
+ "known_config": None
841
  },
842
  {
843
+ "rank": 32,
844
+ "name": "sometimesanotion/Lamarck-14B-v0.6-model_stock",
845
+ "scores": {
846
+ "average": 39.58,
847
+ "IFEval": 67.90,
848
+ "BBH": 46.49,
849
+ "MATH": 35.88,
850
+ "GPQA": 17.90,
851
+ "MUSR": 22.68,
852
+ "MMLU_PRO": 46.64,
853
+ "Architecture": "Qwen2ForCausalLM",
854
+ "Parameters": "14B",
855
+ "Chat_Template": "No"
856
  },
857
+ "hf_url": "https://huggingface.co/sometimesanotion/Lamarck-14B-v0.6-model_stock",
858
+ "known_config": None
859
  },
860
  {
861
+ "rank": 33,
862
+ "name": "tensopolis/virtuoso-small-tensopolis-v2",
863
+ "scores": {
864
+ "average": 39.53,
865
+ "IFEval": 80.20,
866
+ "BBH": 50.23,
867
+ "MATH": 35.27,
868
+ "GPQA": 10.51,
869
+ "MUSR": 14.84,
870
+ "MMLU_PRO": 46.15,
871
+ "Architecture": "Qwen2ForCausalLM",
872
+ "Parameters": "14.77B",
873
+ "Chat_Template": "Yes"
874
  },
875
+ "hf_url": "https://huggingface.co/tensopolis/virtuoso-small-tensopolis-v2",
876
+ "known_config": None
877
  },
878
  {
879
+ "rank": 34,
880
+ "name": "Sakalti/ultiima-14B-v0.3",
881
+ "scores": {
882
+ "average": 39.53,
883
+ "IFEval": 70.40,
884
+ "BBH": 48.45,
885
+ "MATH": 34.52,
886
+ "GPQA": 16.89,
887
+ "MUSR": 18.73,
888
+ "MMLU_PRO": 48.18,
889
+ "Architecture": "Qwen2ForCausalLM",
890
+ "Parameters": "14.766B",
891
+ "Chat_Template": "No"
892
  },
893
+ "hf_url": "https://huggingface.co/Sakalti/ultiima-14B-v0.3",
894
+ "known_config": None
895
+ }
896
  ]
897
 
898
  def snippet_scrape_model_page(url):