CodeNinja-1.0-OpenChat-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
CodeNinja-1.0-OpenChat-7B	39.98	71.77	48.73	40.92	50.35

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	26.38	±	2.77
agieval_logiqa_en	0	acc	38.10	±	1.90
		acc_norm	40.86	±	1.93
agieval_lsat_ar	0	acc	20.00	±	2.64
		acc_norm	18.26	±	2.55
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	48.24	±	2.21
agieval_lsat_rc	0	acc	57.99	±	3.01
		acc_norm	53.53	±	3.05
agieval_sat_en	0	acc	71.84	±	3.14
		acc_norm	69.42	±	3.22
agieval_sat_en_without_passage	0	acc	41.26	±	3.44
		acc_norm	35.44	±	3.34
agieval_sat_math	0	acc	30.45	±	3.11
		acc_norm	27.73	±	3.02

Average: 39.98%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	55.97	±	1.45
		acc_norm	59.13	±	1.44
arc_easy	0	acc	83.71	±	0.76
		acc_norm	82.20	±	0.78
boolq	1	acc	86.30	±	0.60
hellaswag	0	acc	62.09	±	0.48
		acc_norm	81.15	±	0.39
openbookqa	0	acc	26.40	±	1.97
		acc_norm	40.00	±	2.19
piqa	0	acc	81.39	±	0.91
		acc_norm	83.19	±	0.87
winogrande	0	acc	70.40	±	1.28

Average: 71.77%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	32.19	±	1.64
		mc2	48.73	±	1.49

Average: 48.73%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	63.69	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	47.67	±	3.12
bigbench_geometric_shapes	0	multiple_choice_grade	21.45	±	2.17
		exact_str_match	10.31	±	1.61
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	23.80	±	1.91
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	19.86	±	1.51
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	47.00	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	36.00	±	2.15
bigbench_navigate	0	multiple_choice_grade	43.10	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.15	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	46.65	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	19.34	±	1.25
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	53.35	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	28.00	±	1.42
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	21.76	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.86	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	47.00	±	2.89

Average: 40.92%

Average score: 50.35%

Elapsed time: 03:12:42