NextGen-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NextGen-7B	44.96	77.45	71.17	48.38	60.49

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	26.38	±	2.77
agieval_logiqa_en	0	acc	38.56	±	1.91
		acc_norm	39.63	±	1.92
agieval_lsat_ar	0	acc	22.61	±	2.76
		acc_norm	21.74	±	2.73
agieval_lsat_lr	0	acc	51.76	±	2.21
		acc_norm	52.16	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	65.06	±	2.91
agieval_sat_en	0	acc	80.58	±	2.76
		acc_norm	80.10	±	2.79
agieval_sat_en_without_passage	0	acc	45.63	±	3.48
		acc_norm	44.66	±	3.47
agieval_sat_math	0	acc	31.36	±	3.14
		acc_norm	30.00	±	3.10

Average: 44.96%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.98	±	1.37
		acc_norm	66.98	±	1.37
arc_easy	0	acc	87.63	±	0.68
		acc_norm	83.29	±	0.77
boolq	1	acc	88.10	±	0.57
hellaswag	0	acc	69.51	±	0.46
		acc_norm	86.95	±	0.34
openbookqa	0	acc	39.80	±	2.19
		acc_norm	49.80	±	2.24
piqa	0	acc	83.35	±	0.87
		acc_norm	85.36	±	0.82
winogrande	0	acc	81.69	±	1.09

Average: 77.45%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.28	±	1.73
		mc2	71.17	±	1.48

Average: 71.17%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.37	±	3.60
bigbench_date_understanding	0	multiple_choice_grade	63.69	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	46.90	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.28	±	2.20
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.80	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.29	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.67	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	46.60	±	2.23
bigbench_navigate	0	multiple_choice_grade	58.30	±	1.56
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	72.10	±	1.00
bigbench_ruin_names	0	multiple_choice_grade	54.46	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	33.67	±	1.50
bigbench_snarks	0	multiple_choice_grade	71.82	±	3.35
bigbench_sports_understanding	0	multiple_choice_grade	75.25	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	51.80	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.32	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.77	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.67	±	2.86

Average: 48.38%

Average score: 60.49%

Elapsed time: 01:43:04