openchat_3.5-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
openchat_3.5	42.67	72.92	47.27	42.51	51.34

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	24.02	±	2.69
		acc_norm	24.80	±	2.72
agieval_logiqa_en	0	acc	38.86	±	1.91
		acc_norm	40.40	±	1.92
agieval_lsat_ar	0	acc	26.52	±	2.92
		acc_norm	21.74	±	2.73
agieval_lsat_lr	0	acc	50.00	±	2.22
		acc_norm	47.25	±	2.21
agieval_lsat_rc	0	acc	62.45	±	2.96
		acc_norm	57.99	±	3.01
agieval_sat_en	0	acc	76.21	±	2.97
		acc_norm	73.79	±	3.07
agieval_sat_en_without_passage	0	acc	42.23	±	3.45
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	38.64	±	3.29
		acc_norm	33.64	±	3.19

Average: 42.67%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	57.94	±	1.44
		acc_norm	61.43	±	1.42
arc_easy	0	acc	83.59	±	0.76
		acc_norm	82.53	±	0.78
boolq	1	acc	87.00	±	0.59
hellaswag	0	acc	63.53	±	0.48
		acc_norm	81.99	±	0.38
openbookqa	0	acc	30.00	±	2.05
		acc_norm	41.60	±	2.21
piqa	0	acc	81.77	±	0.90
		acc_norm	83.30	±	0.87
winogrande	0	acc	72.61	±	1.25

Average: 72.92%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	31.46	±	1.63
		mc2	47.27	±	1.51

Average: 47.27%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	66.67	±	2.46
bigbench_disambiguation_qa	0	multiple_choice_grade	51.55	±	3.12
bigbench_geometric_shapes	0	multiple_choice_grade	20.06	±	2.12
		exact_str_match	10.58	±	1.63
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	28.20	±	2.01
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	19.57	±	1.50
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	50.00	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	34.80	±	2.13
bigbench_navigate	0	multiple_choice_grade	54.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	67.15	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	45.76	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	18.34	±	1.23
bigbench_snarks	0	multiple_choice_grade	67.96	±	3.48
bigbench_sports_understanding	0	multiple_choice_grade	60.85	±	1.56
bigbench_temporal_sequences	0	multiple_choice_grade	31.10	±	1.46
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.12	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.63	±	0.89
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	50.00	±	2.89

Average: 42.51%

Average score: 51.34%