Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
UltraMerge-7B	44.36	77.15	78.47	49.35	62.33

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	23.23	±	2.65
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	39.63	±	1.92
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	53.73	±	2.21
		acc_norm	54.12	±	2.21
agieval_lsat_rc	0	acc	65.06	±	2.91
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	77.18	±	2.93
agieval_sat_en_without_passage	0	acc	42.72	±	3.45
		acc_norm	42.23	±	3.45
agieval_sat_math	0	acc	31.82	±	3.15
		acc_norm	29.55	±	3.08

Average: 44.36%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.06	±	1.37
		acc_norm	67.66	±	1.37
arc_easy	0	acc	86.32	±	0.71
		acc_norm	79.92	±	0.82
boolq	1	acc	87.25	±	0.58
hellaswag	0	acc	70.08	±	0.46
		acc_norm	87.57	±	0.33
openbookqa	0	acc	40.40	±	2.20
		acc_norm	50.20	±	2.24
piqa	0	acc	83.30	±	0.87
		acc_norm	85.36	±	0.82
winogrande	0	acc	82.08	±	1.08

Average: 77.15%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.91	±	1.69
		mc2	78.47	±	1.36

Average: 78.47%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	61.52	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	52.71	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.40	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.29	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	58.33	±	2.85
bigbench_movie_recommendation	0	multiple_choice_grade	54.00	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.20	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.70	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	56.47	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	38.38	±	1.54
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	75.25	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	52.60	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.40	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.91	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	58.33	±	2.85

Average: 49.35%

Average score: 62.33%

Elapsed time: 02:15:54