NeuralHermes-2.5-Mistral-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralHermes-2.5-Mistral-7B	43.67	73.24	55.37	41.76	53.51

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	22.44	±	2.62
		acc_norm	22.44	±	2.62
agieval_logiqa_en	0	acc	40.71	±	1.93
		acc_norm	41.32	±	1.93
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	49.41	±	2.22
		acc_norm	50.00	±	2.22
agieval_lsat_rc	0	acc	60.22	±	2.99
		acc_norm	59.11	±	3.00
agieval_sat_en	0	acc	74.27	±	3.05
		acc_norm	73.79	±	3.07
agieval_sat_en_without_passage	0	acc	45.63	±	3.48
		acc_norm	44.66	±	3.47
agieval_sat_math	0	acc	35.00	±	3.22
		acc_norm	34.55	±	3.21

Average: 43.67%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	57.34	±	1.45
		acc_norm	60.58	±	1.43
arc_easy	0	acc	83.75	±	0.76
		acc_norm	81.31	±	0.80
boolq	1	acc	86.42	±	0.60
hellaswag	0	acc	63.76	±	0.48
		acc_norm	82.22	±	0.38
openbookqa	0	acc	34.20	±	2.12
		acc_norm	44.80	±	2.23
piqa	0	acc	81.66	±	0.90
		acc_norm	82.75	±	0.88
winogrande	0	acc	74.59	±	1.22

Average: 73.24%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	37.58	±	1.70
		mc2	55.37	±	1.54

Average: 55.37%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	53.68	±	3.63
bigbench_date_understanding	0	multiple_choice_grade	67.48	±	2.44
bigbench_disambiguation_qa	0	multiple_choice_grade	36.05	±	3.00
bigbench_geometric_shapes	0	multiple_choice_grade	25.07	±	2.29
		exact_str_match	4.46	±	1.09
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	28.80	±	2.03
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.14	±	1.52
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	46.33	±	2.88
bigbench_movie_recommendation	0	multiple_choice_grade	36.80	±	2.16
bigbench_navigate	0	multiple_choice_grade	49.90	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	66.00	±	1.06
bigbench_ruin_names	0	multiple_choice_grade	44.64	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	25.15	±	1.37
bigbench_snarks	0	multiple_choice_grade	70.17	±	3.41
bigbench_sports_understanding	0	multiple_choice_grade	66.63	±	1.50
bigbench_temporal_sequences	0	multiple_choice_grade	30.30	±	1.45
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	21.04	±	1.15
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	17.09	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	46.33	±	2.88

Average: 41.76%

Average score: 53.51%