OpenHermes-2.5-Mistral-7B-top-SPIN-iter0-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
OpenHermes-2.5-Mistral-7B-top-SPIN-iter0	42.47	72.8	52.58	40.46	52.08

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	24.02	±	2.69
		acc_norm	24.02	±	2.69
agieval_logiqa_en	0	acc	38.10	±	1.90
		acc_norm	39.02	±	1.91
agieval_lsat_ar	0	acc	23.48	±	2.80
		acc_norm	22.17	±	2.75
agieval_lsat_lr	0	acc	51.37	±	2.22
		acc_norm	50.78	±	2.22
agieval_lsat_rc	0	acc	56.51	±	3.03
		acc_norm	54.65	±	3.04
agieval_sat_en	0	acc	72.33	±	3.12
		acc_norm	73.30	±	3.09
agieval_sat_en_without_passage	0	acc	44.17	±	3.47
		acc_norm	41.26	±	3.44
agieval_sat_math	0	acc	37.73	±	3.28
		acc_norm	34.55	±	3.21

Average: 42.47%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	55.72	±	1.45
		acc_norm	59.04	±	1.44
arc_easy	0	acc	83.33	±	0.76
		acc_norm	80.93	±	0.81
boolq	1	acc	86.51	±	0.60
hellaswag	0	acc	61.84	±	0.48
		acc_norm	81.03	±	0.39
openbookqa	0	acc	34.00	±	2.12
		acc_norm	44.80	±	2.23
piqa	0	acc	81.39	±	0.91
		acc_norm	82.75	±	0.88
winogrande	0	acc	74.51	±	1.22

Average: 72.8%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	35.01	±	1.67
		mc2	52.58	±	1.49

Average: 52.58%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	51.58	±	3.64
bigbench_date_understanding	0	multiple_choice_grade	67.21	±	2.45
bigbench_disambiguation_qa	0	multiple_choice_grade	34.50	±	2.97
bigbench_geometric_shapes	0	multiple_choice_grade	22.01	±	2.19
		exact_str_match	15.60	±	1.92
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	27.60	±	2.00
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.57	±	1.53
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	47.33	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	35.60	±	2.14
bigbench_navigate	0	multiple_choice_grade	50.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	65.50	±	1.06
bigbench_ruin_names	0	multiple_choice_grade	43.53	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	17.84	±	1.21
bigbench_snarks	0	multiple_choice_grade	68.51	±	3.46
bigbench_sports_understanding	0	multiple_choice_grade	63.69	±	1.53
bigbench_temporal_sequences	0	multiple_choice_grade	27.90	±	1.42
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	20.96	±	1.15
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.63	±	0.89
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	47.33	±	2.89

Average: 40.46%

Average score: 52.08%

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