WestSeverus-7B-DPO-v2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
WestSeverus-7B-DPO-v2	45.29	77.2	72.72	48.71	60.98

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.95	±	2.82
		acc_norm	25.59	±	2.74
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	40.09	±	1.92
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	24.78	±	2.85
agieval_lsat_lr	0	acc	51.57	±	2.22
		acc_norm	52.55	±	2.21
agieval_lsat_rc	0	acc	65.80	±	2.90
		acc_norm	65.06	±	2.91
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	79.61	±	2.81
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	44.66	±	3.47
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	30.00	±	3.10

Average: 45.29%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	64.93	±	1.39
		acc_norm	68.00	±	1.36
arc_easy	0	acc	86.41	±	0.70
		acc_norm	83.16	±	0.77
boolq	1	acc	87.68	±	0.57
hellaswag	0	acc	67.65	±	0.47
		acc_norm	86.72	±	0.34
openbookqa	0	acc	38.80	±	2.18
		acc_norm	48.60	±	2.24
piqa	0	acc	83.08	±	0.87
		acc_norm	85.09	±	0.83
winogrande	0	acc	81.14	±	1.10

Average: 77.2%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	55.20	±	1.74
		mc2	72.72	±	1.44

Average: 72.72%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	61.05	±	3.55
bigbench_date_understanding	0	multiple_choice_grade	64.77	±	2.49
bigbench_disambiguation_qa	0	multiple_choice_grade	50.39	±	3.12
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	3.06	±	0.91
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.40	±	2.11
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.14	±	1.57
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	47.80	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.00	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.05	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	54.02	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	30.36	±	1.46
bigbench_snarks	0	multiple_choice_grade	75.69	±	3.20
bigbench_sports_understanding	0	multiple_choice_grade	76.17	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	52.40	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.92	±	1.21
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.77	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.33	±	2.86

Average: 48.71%

Average score: 60.98%

Elapsed time: 02:44:20