Experiment26-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Experiment26-7B	44.49	77.06	78.58	49	62.28

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.38	±	2.77
		acc_norm	23.62	±	2.67
agieval_logiqa_en	0	acc	39.63	±	1.92
		acc_norm	40.09	±	1.92
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	23.04	±	2.78
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	53.73	±	2.21
agieval_lsat_rc	0	acc	65.80	±	2.90
		acc_norm	66.54	±	2.88
agieval_sat_en	0	acc	76.70	±	2.95
		acc_norm	77.18	±	2.93
agieval_sat_en_without_passage	0	acc	43.20	±	3.46
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	32.73	±	3.17
		acc_norm	30.00	±	3.10

Average: 44.49%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.24	±	1.37
		acc_norm	67.66	±	1.37
arc_easy	0	acc	86.20	±	0.71
		acc_norm	79.84	±	0.82
boolq	1	acc	86.97	±	0.59
hellaswag	0	acc	69.98	±	0.46
		acc_norm	87.54	±	0.33
openbookqa	0	acc	40.60	±	2.20
		acc_norm	49.60	±	2.24
piqa	0	acc	82.97	±	0.88
		acc_norm	85.47	±	0.82
winogrande	0	acc	82.32	±	1.07

Average: 77.06%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.53	±	1.69
		mc2	78.58	±	1.36

Average: 78.58%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.42	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	61.25	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	50.00	±	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	32.60	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.43	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	58.67	±	2.85
bigbench_movie_recommendation	0	multiple_choice_grade	52.00	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.40	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.50	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	57.59	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	38.78	±	1.54
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	75.05	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	52.70	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.40	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	18.80	±	0.93
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	58.67	±	2.85

Average: 49.0%

Average score: 62.28%

Elapsed time: 03:41:08