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

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Llama-3-DARE-8B	38.2	71.38	50.15	41.69	50.35

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	24.41	±	2.70
agieval_logiqa_en	0	acc	35.18	±	1.87
		acc_norm	36.71	±	1.89
agieval_lsat_ar	0	acc	19.13	±	2.60
		acc_norm	17.39	±	2.50
agieval_lsat_lr	0	acc	39.80	±	2.17
		acc_norm	38.04	±	2.15
agieval_lsat_rc	0	acc	56.51	±	3.03
		acc_norm	51.67	±	3.05
agieval_sat_en	0	acc	68.45	±	3.25
		acc_norm	63.59	±	3.36
agieval_sat_en_without_passage	0	acc	41.75	±	3.44
		acc_norm	37.86	±	3.39
agieval_sat_math	0	acc	41.82	±	3.33
		acc_norm	35.91	±	3.24

Average: 38.2%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	54.95	±	1.45
		acc_norm	57.76	±	1.44
arc_easy	0	acc	82.45	±	0.78
		acc_norm	81.27	±	0.80
boolq	1	acc	84.37	±	0.64
hellaswag	0	acc	60.21	±	0.49
		acc_norm	78.42	±	0.41
openbookqa	0	acc	35.40	±	2.14
		acc_norm	44.20	±	2.22
piqa	0	acc	79.65	±	0.94
		acc_norm	81.12	±	0.91
winogrande	0	acc	72.53	±	1.25

Average: 71.38%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	33.41	±	1.65
		mc2	50.15	±	1.48

Average: 50.15%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	54.74	±	3.62
bigbench_date_understanding	0	multiple_choice_grade	70.46	±	2.38
bigbench_disambiguation_qa	0	multiple_choice_grade	30.62	±	2.88
bigbench_geometric_shapes	0	multiple_choice_grade	37.60	±	2.56
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	29.20	±	2.04
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	21.86	±	1.56
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	50.67	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	33.80	±	2.12
bigbench_navigate	0	multiple_choice_grade	54.60	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	65.05	±	1.07
bigbench_ruin_names	0	multiple_choice_grade	40.62	±	2.32
bigbench_salient_translation_error_detection	0	multiple_choice_grade	25.05	±	1.37
bigbench_snarks	0	multiple_choice_grade	51.38	±	3.73
bigbench_sports_understanding	0	multiple_choice_grade	50.51	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	44.40	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.48	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.80	±	0.89
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	50.67	±	2.89

Average: 41.69%

Average score: 50.35%

Elapsed time: 05:15:25