Wernicke-7B-dpo-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Wernicke-7B-dpo	45.09	77.15	73.95	49.05	61.31

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	25.20	±	2.73
		acc_norm	24.41	±	2.70
agieval_logiqa_en	0	acc	39.94	±	1.92
		acc_norm	39.94	±	1.92
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	25.65	±	2.89
agieval_lsat_lr	0	acc	50.59	±	2.22
		acc_norm	51.37	±	2.22
agieval_lsat_rc	0	acc	65.43	±	2.91
		acc_norm	64.68	±	2.92
agieval_sat_en	0	acc	79.13	±	2.84
		acc_norm	79.13	±	2.84
agieval_sat_en_without_passage	0	acc	43.69	±	3.46
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	34.09	±	3.20
		acc_norm	31.82	±	3.15

Average: 45.09%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	65.70	±	1.39
		acc_norm	67.15	±	1.37
arc_easy	0	acc	86.20	±	0.71
		acc_norm	81.27	±	0.80
boolq	1	acc	88.01	±	0.57
hellaswag	0	acc	68.62	±	0.46
		acc_norm	86.97	±	0.34
openbookqa	0	acc	39.20	±	2.19
		acc_norm	49.20	±	2.24
piqa	0	acc	82.64	±	0.88
		acc_norm	85.42	±	0.82
winogrande	0	acc	82.00	±	1.08

Average: 77.15%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	59.00	±	1.72
		mc2	73.95	±	1.45

Average: 73.95%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	61.58	±	3.54
bigbench_date_understanding	0	multiple_choice_grade	62.87	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	54.65	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.80	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.71	±	1.58
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.67	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	46.40	±	2.23
bigbench_navigate	0	multiple_choice_grade	54.20	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.45	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	54.46	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	32.36	±	1.48
bigbench_snarks	0	multiple_choice_grade	77.35	±	3.12
bigbench_sports_understanding	0	multiple_choice_grade	75.76	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	54.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.48	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.94	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.67	±	2.86

Average: 49.05%

Average score: 61.31%

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