Zebrafish-linear-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Zebrafish-linear-7B	44.58	77.12	78.25	49.24	62.3

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	24.80	±	2.72
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	39.48	±	1.92
agieval_lsat_ar	0	acc	22.17	±	2.75
		acc_norm	22.61	±	2.76
agieval_lsat_lr	0	acc	53.14	±	2.21
		acc_norm	54.51	±	2.21
agieval_lsat_rc	0	acc	66.17	±	2.89
		acc_norm	65.80	±	2.90
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	42.72	±	3.45
		acc_norm	42.23	±	3.45
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	29.55	±	3.08

Average: 44.58%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.58	±	1.37
		acc_norm	67.66	±	1.37
arc_easy	0	acc	86.24	±	0.71
		acc_norm	80.13	±	0.82
boolq	1	acc	87.34	±	0.58
hellaswag	0	acc	69.90	±	0.46
		acc_norm	87.48	±	0.33
openbookqa	0	acc	39.60	±	2.19
		acc_norm	49.40	±	2.24
piqa	0	acc	83.30	±	0.87
		acc_norm	85.31	±	0.83
winogrande	0	acc	82.48	±	1.07

Average: 77.12%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	78.25	±	1.37

Average: 78.25%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	61.25	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	50.78	±	3.12
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	33.20	±	2.11
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.29	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.33	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	53.20	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.00	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.90	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	57.37	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	38.48	±	1.54
bigbench_snarks	0	multiple_choice_grade	72.38	±	3.33
bigbench_sports_understanding	0	multiple_choice_grade	75.15	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	52.80	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.16	±	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	59.33	±	2.84

Average: 49.24%

Average score: 62.3%

Elapsed time: 03:21:27