Cerebrum-1.0-7b-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Cerebrum-1.0-7b	35.25	71.93	46.99	37.43	47.9

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	18.50	±	2.44
		acc_norm	21.26	±	2.57
agieval_logiqa_en	0	acc	30.57	±	1.81
		acc_norm	32.87	±	1.84
agieval_lsat_ar	0	acc	20.00	±	2.64
		acc_norm	21.30	±	2.71
agieval_lsat_lr	0	acc	39.41	±	2.17
		acc_norm	37.84	±	2.15
agieval_lsat_rc	0	acc	49.44	±	3.05
		acc_norm	41.64	±	3.01
agieval_sat_en	0	acc	66.99	±	3.28
		acc_norm	59.22	±	3.43
agieval_sat_en_without_passage	0	acc	44.17	±	3.47
		acc_norm	37.86	±	3.39
agieval_sat_math	0	acc	37.27	±	3.27
		acc_norm	30.00	±	3.10

Average: 35.25%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	52.90	±	1.46
		acc_norm	55.20	±	1.45
arc_easy	0	acc	82.07	±	0.79
		acc_norm	80.68	±	0.81
boolq	1	acc	84.04	±	0.64
hellaswag	0	acc	62.61	±	0.48
		acc_norm	82.24	±	0.38
openbookqa	0	acc	33.00	±	2.10
		acc_norm	43.80	±	2.22
piqa	0	acc	81.18	±	0.91
		acc_norm	82.43	±	0.89
winogrande	0	acc	75.14	±	1.21

Average: 71.93%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	32.56	±	1.64
		mc2	46.99	±	1.47

Average: 46.99%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	54.74	±	3.62
bigbench_date_understanding	0	multiple_choice_grade	67.75	±	2.44
bigbench_disambiguation_qa	0	multiple_choice_grade	40.70	±	3.06
bigbench_geometric_shapes	0	multiple_choice_grade	20.06	±	2.12
		exact_str_match	2.23	±	0.78
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	24.40	±	1.92
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	17.00	±	1.42
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	36.00	±	2.78
bigbench_movie_recommendation	0	multiple_choice_grade	32.80	±	2.10
bigbench_navigate	0	multiple_choice_grade	50.40	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	42.00	±	1.10
bigbench_ruin_names	0	multiple_choice_grade	35.04	±	2.26
bigbench_salient_translation_error_detection	0	multiple_choice_grade	16.03	±	1.16
bigbench_snarks	0	multiple_choice_grade	54.14	±	3.71
bigbench_sports_understanding	0	multiple_choice_grade	52.94	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	55.00	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.88	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	15.83	±	0.87
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	36.00	±	2.78

Average: 37.43%

Average score: 47.9%

Elapsed time: 02:12:07