Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
HeatherSpellGen2	40.73	75.43	72.75	47.12	59.01

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	21.65	±	2.59
		acc_norm	20.47	±	2.54
agieval_logiqa_en	0	acc	36.41	±	1.89
		acc_norm	36.87	±	1.89
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	41.37	±	2.18
		acc_norm	41.57	±	2.18
agieval_lsat_rc	0	acc	60.59	±	2.98
		acc_norm	59.48	±	3.00
agieval_sat_en	0	acc	73.79	±	3.07
		acc_norm	71.36	±	3.16
agieval_sat_en_without_passage	0	acc	43.20	±	3.46
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	31.82	±	3.15
		acc_norm	29.55	±	3.08

Average: 40.73%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	64.42	±	1.40
		acc_norm	64.68	±	1.40
arc_easy	0	acc	86.24	±	0.71
		acc_norm	81.14	±	0.80
boolq	1	acc	87.22	±	0.58
hellaswag	0	acc	67.66	±	0.47
		acc_norm	85.63	±	0.35
openbookqa	0	acc	35.40	±	2.14
		acc_norm	47.00	±	2.23
piqa	0	acc	82.15	±	0.89
		acc_norm	83.68	±	0.86
winogrande	0	acc	78.69	±	1.15

Average: 75.43%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.28	±	1.73
		mc2	72.75	±	1.43

Average: 72.75%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.37	±	3.60
bigbench_date_understanding	0	multiple_choice_grade	63.14	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	40.70	±	3.06
bigbench_geometric_shapes	0	multiple_choice_grade	29.53	±	2.41
		exact_str_match	9.47	±	1.55
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	37.60	±	2.17
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	25.29	±	1.64
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	51.67	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	41.80	±	2.21
bigbench_navigate	0	multiple_choice_grade	54.40	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.25	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	58.71	±	2.33
bigbench_salient_translation_error_detection	0	multiple_choice_grade	31.06	±	1.47
bigbench_snarks	0	multiple_choice_grade	75.14	±	3.22
bigbench_sports_understanding	0	multiple_choice_grade	74.34	±	1.39
bigbench_temporal_sequences	0	multiple_choice_grade	43.80	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.08	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.63	±	0.93
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	51.67	±	2.89

Average: 47.12%

Average score: 59.01%

Elapsed time: 02:11:22