Zebrafish-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Zebrafish-7B	44.92	77.18	78.25	49.28	62.41

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.35	±	2.83
		acc_norm	25.59	±	2.74
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	40.09	±	1.92
agieval_lsat_ar	0	acc	23.04	±	2.78
		acc_norm	22.61	±	2.76
agieval_lsat_lr	0	acc	53.33	±	2.21
		acc_norm	54.31	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	42.23	±	3.45
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	34.09	±	3.20
		acc_norm	30.91	±	3.12

Average: 44.92%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.49	±	1.37
		acc_norm	67.83	±	1.37
arc_easy	0	acc	86.24	±	0.71
		acc_norm	80.01	±	0.82
boolq	1	acc	87.31	±	0.58
hellaswag	0	acc	69.94	±	0.46
		acc_norm	87.51	±	0.33
openbookqa	0	acc	39.80	±	2.19
		acc_norm	49.60	±	2.24
piqa	0	acc	83.19	±	0.87
		acc_norm	85.47	±	0.82
winogrande	0	acc	82.56	±	1.07

Average: 77.18%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.91	±	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	60.98	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	51.16	±	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	32.80	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.71	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.33	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	52.80	±	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	57.14	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.18	±	1.55
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	74.95	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	52.10	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.96	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.97	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.33	±	2.84

Average: 49.28%

Average score: 62.41%

Elapsed time: 03:34:52