CultMerge-7B-v1-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
CultMerge-7B-v1	45.2	77.1	78.22	49.87	62.6

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	25.59	±	2.74
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	38.56	±	1.91
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	53.14	±	2.21
		acc_norm	54.90	±	2.21
agieval_lsat_rc	0	acc	65.06	±	2.91
		acc_norm	67.29	±	2.87
agieval_sat_en	0	acc	79.13	±	2.84
		acc_norm	78.16	±	2.89
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	30.91	±	3.12
		acc_norm	29.09	±	3.07

Average: 45.2%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.47	±	1.38
		acc_norm	67.83	±	1.37
arc_easy	0	acc	86.11	±	0.71
		acc_norm	79.76	±	0.82
boolq	1	acc	87.31	±	0.58
hellaswag	0	acc	69.61	±	0.46
		acc_norm	87.52	±	0.33
openbookqa	0	acc	40.00	±	2.19
		acc_norm	49.80	±	2.24
piqa	0	acc	82.86	±	0.88
		acc_norm	85.31	±	0.83
winogrande	0	acc	82.16	±	1.08

Average: 77.1%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	78.22	±	1.37

Average: 78.22%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	63.41	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	57.36	±	3.08
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.00	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.57	±	1.61
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	58.00	±	2.85
bigbench_movie_recommendation	0	multiple_choice_grade	51.00	±	2.24
bigbench_navigate	0	multiple_choice_grade	55.60	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.05	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	56.47	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.08	±	1.55
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	76.67	±	1.35
bigbench_temporal_sequences	0	multiple_choice_grade	55.60	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.04	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.71	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	58.00	±	2.85

Average: 49.87%

Average score: 62.6%

Elapsed time: 02:31:59