Silicon-Maid-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Silicon-Maid-7B	44.74	74.26	61.5	45.32	56.45

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	24.02	±	2.69
		acc_norm	23.23	±	2.65
agieval_logiqa_en	0	acc	39.63	±	1.92
		acc_norm	39.32	±	1.92
agieval_lsat_ar	0	acc	25.65	±	2.89
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	51.57	±	2.22
		acc_norm	51.76	±	2.21
agieval_lsat_rc	0	acc	60.97	±	2.98
		acc_norm	60.22	±	2.99
agieval_sat_en	0	acc	79.13	±	2.84
		acc_norm	78.64	±	2.86
agieval_sat_en_without_passage	0	acc	43.20	±	3.46
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	38.64	±	3.29
		acc_norm	38.18	±	3.28

Average: 44.74%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	59.81	±	1.43
		acc_norm	61.60	±	1.42
arc_easy	0	acc	83.54	±	0.76
		acc_norm	80.13	±	0.82
boolq	1	acc	87.95	±	0.57
hellaswag	0	acc	66.73	±	0.47
		acc_norm	84.51	±	0.36
openbookqa	0	acc	36.20	±	2.15
		acc_norm	47.20	±	2.23
piqa	0	acc	82.05	±	0.90
		acc_norm	82.97	±	0.88
winogrande	0	acc	75.45	±	1.21

Average: 74.26%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	43.7	±	1.74
		mc2	61.5	±	1.56

Average: 61.5%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.53	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	66.94	±	2.45
bigbench_disambiguation_qa	0	multiple_choice_grade	36.82	±	3.01
bigbench_geometric_shapes	0	multiple_choice_grade	20.33	±	2.13
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	31.60	±	2.08
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.86	±	1.54
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	52.67	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	37.80	±	2.17
bigbench_navigate	0	multiple_choice_grade	50.10	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.10	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	53.79	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	30.46	±	1.46
bigbench_snarks	0	multiple_choice_grade	76.24	±	3.17
bigbench_sports_understanding	0	multiple_choice_grade	70.99	±	1.45
bigbench_temporal_sequences	0	multiple_choice_grade	43.70	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.20	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.91	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	52.67	±	2.89

Average: 45.32%

Average score: 56.45% Elapsed time: 02:10:00