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

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Meta-Llama-3-8B-Instruct	41.22	69.86	51.65	42.64	51.34

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	36.10	±	1.88
		acc_norm	38.40	±	1.91
agieval_lsat_ar	0	acc	22.61	±	2.76
		acc_norm	21.30	±	2.71
agieval_lsat_lr	0	acc	41.96	±	2.19
		acc_norm	41.57	±	2.18
agieval_lsat_rc	0	acc	60.22	±	2.99
		acc_norm	57.25	±	3.02
agieval_sat_en	0	acc	68.45	±	3.25
		acc_norm	66.50	±	3.30
agieval_sat_en_without_passage	0	acc	44.17	±	3.47
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	41.82	±	3.33
		acc_norm	36.82	±	3.26

Average: 41.22%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	53.16	±	1.46
		acc_norm	56.74	±	1.45
arc_easy	0	acc	81.65	±	0.79
		acc_norm	79.76	±	0.82
boolq	1	acc	83.09	±	0.66
hellaswag	0	acc	57.69	±	0.49
		acc_norm	75.82	±	0.43
openbookqa	0	acc	34.20	±	2.12
		acc_norm	43.20	±	2.22
piqa	0	acc	78.67	±	0.96
		acc_norm	78.51	±	0.96
winogrande	0	acc	71.90	±	1.26

Average: 69.86%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	36.23	±	1.68
		mc2	51.65	±	1.52

Average: 51.65%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	52.63	±	3.63
bigbench_date_understanding	0	multiple_choice_grade	68.56	±	2.42
bigbench_disambiguation_qa	0	multiple_choice_grade	32.56	±	2.92
bigbench_geometric_shapes	0	multiple_choice_grade	24.23	±	2.26
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	31.60	±	2.08
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.00	±	1.57
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.00	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	32.00	±	2.09
bigbench_navigate	0	multiple_choice_grade	53.20	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	63.65	±	1.08
bigbench_ruin_names	0	multiple_choice_grade	44.64	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	25.05	±	1.37
bigbench_snarks	0	multiple_choice_grade	53.59	±	3.72
bigbench_sports_understanding	0	multiple_choice_grade	50.30	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	54.30	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.00	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	17.26	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.00	±	2.83

Average: 42.64%

Average score: 51.34%

Elapsed time: 02:17:22