Starling-LM-7B-beta-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Starling-LM-7B-beta	44.21	73.7	56.45	44.6	54.74

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	30.31	±	2.89
		acc_norm	30.71	±	2.90
agieval_logiqa_en	0	acc	38.71	±	1.91
		acc_norm	40.71	±	1.93
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	20.87	±	2.69
agieval_lsat_lr	0	acc	52.35	±	2.21
		acc_norm	50.98	±	2.22
agieval_lsat_rc	0	acc	62.83	±	2.95
		acc_norm	60.59	±	2.98
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	74.76	±	3.03
agieval_sat_en_without_passage	0	acc	46.60	±	3.48
		acc_norm	44.17	±	3.47
agieval_sat_math	0	acc	38.18	±	3.28
		acc_norm	30.91	±	3.12

Average: 44.21%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	60.07	±	1.43
		acc_norm	62.54	±	1.41
arc_easy	0	acc	84.97	±	0.73
		acc_norm	83.04	±	0.77
boolq	1	acc	87.34	±	0.58
hellaswag	0	acc	63.29	±	0.48
		acc_norm	82.14	±	0.38
openbookqa	0	acc	32.00	±	2.09
		acc_norm	44.00	±	2.22
piqa	0	acc	82.21	±	0.89
		acc_norm	83.35	±	0.87
winogrande	0	acc	73.48	±	1.24

Average: 73.7%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	39.78	±	1.71
		mc2	56.45	±	1.55

Average: 56.45%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	61.58	±	3.54
bigbench_date_understanding	0	multiple_choice_grade	67.21	±	2.45
bigbench_disambiguation_qa	0	multiple_choice_grade	36.82	±	3.01
bigbench_geometric_shapes	0	multiple_choice_grade	40.11	±	2.59
		exact_str_match	8.91	±	1.51
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	29.20	±	2.04
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.71	±	1.53
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	49.67	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	43.60	±	2.22
bigbench_navigate	0	multiple_choice_grade	50.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.35	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	46.88	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	19.44	±	1.25
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	66.43	±	1.50
bigbench_temporal_sequences	0	multiple_choice_grade	44.10	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	20.80	±	1.15
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	15.37	±	0.86
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	49.67	±	2.89

Average: 44.6%

Average score: 54.74%

Elapsed time: 02:09:54