NeMoTrix-v1-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeMoTrix-v1	45.23	76.87	78.53	50.09	62.68

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	26.38	±	2.77
agieval_logiqa_en	0	acc	38.40	±	1.91
		acc_norm	37.79	±	1.90
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	22.61	±	2.76
agieval_lsat_lr	0	acc	53.73	±	2.21
		acc_norm	53.73	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	67.29	±	2.87
agieval_sat_en	0	acc	78.64	±	2.86
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	35.00	±	3.22
		acc_norm	33.64	±	3.19

Average: 45.23%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.78	±	1.39
		acc_norm	67.66	±	1.37
arc_easy	0	acc	86.15	±	0.71
		acc_norm	80.05	±	0.82
boolq	1	acc	86.97	±	0.59
hellaswag	0	acc	69.50	±	0.46
		acc_norm	87.51	±	0.33
openbookqa	0	acc	40.00	±	2.19
		acc_norm	49.60	±	2.24
piqa	0	acc	83.13	±	0.87
		acc_norm	84.66	±	0.84
winogrande	0	acc	81.61	±	1.09

Average: 76.87%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.77	±	1.68
		mc2	78.53	±	1.37

Average: 78.53%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	62.11	±	3.53
bigbench_date_understanding	0	multiple_choice_grade	64.23	±	2.50
bigbench_disambiguation_qa	0	multiple_choice_grade	55.04	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.80	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.00	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	57.00	±	2.22
bigbench_navigate	0	multiple_choice_grade	54.80	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	67.90	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	55.58	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	38.98	±	1.54
bigbench_snarks	0	multiple_choice_grade	74.59	±	3.25
bigbench_sports_understanding	0	multiple_choice_grade	73.73	±	1.40
bigbench_temporal_sequences	0	multiple_choice_grade	53.10	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.12	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.11	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 50.09%

Average score: 62.68%

Elapsed time: 03:38:05