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

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralHermes-2.5-Mistral-7B-laser	43.54	73.44	55.26	42.24	53.62

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	21.26	±	2.57
		acc_norm	22.83	±	2.64
agieval_logiqa_en	0	acc	39.32	±	1.92
		acc_norm	40.71	±	1.93
agieval_lsat_ar	0	acc	25.65	±	2.89
		acc_norm	25.65	±	2.89
agieval_lsat_lr	0	acc	48.82	±	2.22
		acc_norm	50.00	±	2.22
agieval_lsat_rc	0	acc	58.36	±	3.01
		acc_norm	57.25	±	3.02
agieval_sat_en	0	acc	74.27	±	3.05
		acc_norm	73.30	±	3.09
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	42.23	±	3.45
agieval_sat_math	0	acc	37.27	±	3.27
		acc_norm	36.36	±	3.25

Average: 43.54%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	57.76	±	1.44
		acc_norm	60.32	±	1.43
arc_easy	0	acc	83.84	±	0.76
		acc_norm	81.10	±	0.80
boolq	1	acc	86.70	±	0.59
hellaswag	0	acc	63.15	±	0.48
		acc_norm	82.55	±	0.38
openbookqa	0	acc	34.40	±	2.13
		acc_norm	45.20	±	2.23
piqa	0	acc	81.94	±	0.90
		acc_norm	82.97	±	0.88
winogrande	0	acc	75.22	±	1.21

Average: 73.44%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	37.70	±	1.70
		mc2	55.26	±	1.52

Average: 55.26%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	53.16	±	3.63
bigbench_date_understanding	0	multiple_choice_grade	65.31	±	2.48
bigbench_disambiguation_qa	0	multiple_choice_grade	34.11	±	2.96
bigbench_geometric_shapes	0	multiple_choice_grade	27.02	±	2.35
		exact_str_match	0.28	±	0.28
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	27.80	±	2.01
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	19.86	±	1.51
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	48.33	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	41.40	±	2.20
bigbench_navigate	0	multiple_choice_grade	50.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	65.00	±	1.07
bigbench_ruin_names	0	multiple_choice_grade	46.21	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	27.25	±	1.41
bigbench_snarks	0	multiple_choice_grade	70.72	±	3.39
bigbench_sports_understanding	0	multiple_choice_grade	65.72	±	1.51
bigbench_temporal_sequences	0	multiple_choice_grade	30.40	±	1.46
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.56	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	17.09	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	48.33	±	2.89

Average: 42.24%

Average score: 53.62%