NeMoTrix-v2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeMoTrix-v2	45.25	76.61	78.16	50.26	62.57

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.38	±	2.77
		acc_norm	24.41	±	2.70
agieval_logiqa_en	0	acc	37.79	±	1.90
		acc_norm	38.25	±	1.91
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	23.04	±	2.78
agieval_lsat_lr	0	acc	52.16	±	2.21
		acc_norm	52.94	±	2.21
agieval_lsat_rc	0	acc	66.17	±	2.89
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	79.13	±	2.84
		acc_norm	79.61	±	2.81
agieval_sat_en_without_passage	0	acc	45.63	±	3.48
		acc_norm	45.15	±	3.48
agieval_sat_math	0	acc	35.00	±	3.22
		acc_norm	33.18	±	3.18

Average: 45.25%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.78	±	1.39
		acc_norm	66.98	±	1.37
arc_easy	0	acc	86.03	±	0.71
		acc_norm	80.05	±	0.82
boolq	1	acc	86.85	±	0.59
hellaswag	0	acc	69.42	±	0.46
		acc_norm	87.28	±	0.33
openbookqa	0	acc	40.60	±	2.20
		acc_norm	49.80	±	2.24
piqa	0	acc	82.97	±	0.88
		acc_norm	84.39	±	0.85
winogrande	0	acc	80.90	±	1.10

Average: 76.61%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	78.16	±	1.37

Average: 78.16%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.53	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	60.70	±	2.55
bigbench_disambiguation_qa	0	multiple_choice_grade	56.59	±	3.09
bigbench_geometric_shapes	0	multiple_choice_grade	23.68	±	2.25
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.60	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.00	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	62.00	±	2.81
bigbench_movie_recommendation	0	multiple_choice_grade	55.00	±	2.23
bigbench_navigate	0	multiple_choice_grade	54.60	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.00	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	56.47	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.28	±	1.56
bigbench_snarks	0	multiple_choice_grade	72.38	±	3.33
bigbench_sports_understanding	0	multiple_choice_grade	75.25	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	53.90	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.76	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.94	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	62.00	±	2.81

Average: 50.26%

Average score: 62.57%

Elapsed time: 02:42:01