openchat-3.6-8b-20240522-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
openchat-3.6-8b-20240522	44.03	73.67	49.78	46.48	53.49

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.17	±	2.80
		acc_norm	27.17	±	2.80
agieval_logiqa_en	0	acc	41.17	±	1.93
		acc_norm	40.55	±	1.93
agieval_lsat_ar	0	acc	20.43	±	2.66
		acc_norm	22.61	±	2.76
agieval_lsat_lr	0	acc	61.37	±	2.16
		acc_norm	55.69	±	2.20
agieval_lsat_rc	0	acc	62.45	±	2.96
		acc_norm	57.99	±	3.01
agieval_sat_en	0	acc	78.64	±	2.86
		acc_norm	77.18	±	2.93
agieval_sat_en_without_passage	0	acc	38.83	±	3.40
		acc_norm	37.38	±	3.38
agieval_sat_math	0	acc	39.55	±	3.30
		acc_norm	33.64	±	3.19

Average: 44.03%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	56.66	±	1.45
		acc_norm	60.07	±	1.43
arc_easy	0	acc	83.92	±	0.75
		acc_norm	84.34	±	0.75
boolq	1	acc	87.49	±	0.58
hellaswag	0	acc	61.23	±	0.49
		acc_norm	79.85	±	0.40
openbookqa	0	acc	37.20	±	2.16
		acc_norm	46.00	±	2.23
piqa	0	acc	80.47	±	0.92
		acc_norm	81.99	±	0.90
winogrande	0	acc	75.93	±	1.20

Average: 73.67%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	35.13	±	1.67
		mc2	49.78	±	1.52

Average: 49.78%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	68.29	±	2.43
bigbench_disambiguation_qa	0	multiple_choice_grade	62.79	±	3.02
bigbench_geometric_shapes	0	multiple_choice_grade	24.79	±	2.28
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	30.40	±	2.06
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	19.00	±	1.48
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	50.33	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	39.60	±	2.19
bigbench_navigate	0	multiple_choice_grade	50.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.35	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	56.47	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	28.26	±	1.43
bigbench_snarks	0	multiple_choice_grade	75.14	±	3.22
bigbench_sports_understanding	0	multiple_choice_grade	64.91	±	1.52
bigbench_temporal_sequences	0	multiple_choice_grade	54.80	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	17.76	±	1.08
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	13.94	±	0.83
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	50.33	±	2.89

Average: 46.48%

Average score: 53.49%

Elapsed time: 05:16:01