Meta-Llama-3-8B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Meta-Llama-3-8B	31.1	69.95	43.91	36.7	45.42

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	21.65	±	2.59
		acc_norm	23.62	±	2.67
agieval_logiqa_en	0	acc	27.96	±	1.76
		acc_norm	32.87	±	1.84
agieval_lsat_ar	0	acc	18.70	±	2.58
		acc_norm	20.00	±	2.64
agieval_lsat_lr	0	acc	37.25	±	2.14
		acc_norm	30.20	±	2.03
agieval_lsat_rc	0	acc	44.61	±	3.04
		acc_norm	34.20	±	2.90
agieval_sat_en	0	acc	59.22	±	3.43
		acc_norm	44.66	±	3.47
agieval_sat_en_without_passage	0	acc	38.35	±	3.40
		acc_norm	29.13	±	3.17
agieval_sat_math	0	acc	41.36	±	3.33
		acc_norm	34.09	±	3.20

Average: 31.1%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	50.43	±	1.46
		acc_norm	53.24	±	1.46
arc_easy	0	acc	80.09	±	0.82
		acc_norm	77.69	±	0.85
boolq	1	acc	81.35	±	0.68
hellaswag	0	acc	60.17	±	0.49
		acc_norm	79.13	±	0.41
openbookqa	0	acc	34.80	±	2.13
		acc_norm	45.00	±	2.23
piqa	0	acc	79.65	±	0.94
		acc_norm	80.74	±	0.92
winogrande	0	acc	72.53	±	1.25

Average: 69.95%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	26.93	±	1.55
		mc2	43.91	±	1.39

Average: 43.91%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	55.79	±	3.61
bigbench_date_understanding	0	multiple_choice_grade	69.65	±	2.40
bigbench_disambiguation_qa	0	multiple_choice_grade	31.78	±	2.90
bigbench_geometric_shapes	0	multiple_choice_grade	19.50	±	2.09
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	26.40	±	1.97
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.14	±	1.52
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	42.67	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	30.20	±	2.06
bigbench_navigate	0	multiple_choice_grade	50.50	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	56.45	±	1.11
bigbench_ruin_names	0	multiple_choice_grade	28.35	±	2.13
bigbench_salient_translation_error_detection	0	multiple_choice_grade	25.05	±	1.37
bigbench_snarks	0	multiple_choice_grade	46.41	±	3.72
bigbench_sports_understanding	0	multiple_choice_grade	51.01	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	25.70	±	1.38
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.00	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.34	±	0.88
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	42.67	±	2.86

Average: 36.7%

Average score: 45.42%

Elapsed time: 04:03:04