Orpo-Mad-Max-Mistral-7B-v0.3-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Orpo-Mad-Max-Mistral-7B-v0.3	35.4	71.26	50.74	36.07	48.37

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	23.62	±	2.67
agieval_logiqa_en	0	acc	30.57	±	1.81
		acc_norm	33.95	±	1.86
agieval_lsat_ar	0	acc	19.57	±	2.62
		acc_norm	19.13	±	2.60
agieval_lsat_lr	0	acc	40.59	±	2.18
		acc_norm	34.31	±	2.10
agieval_lsat_rc	0	acc	48.33	±	3.05
		acc_norm	44.24	±	3.03
agieval_sat_en	0	acc	66.50	±	3.30
		acc_norm	60.19	±	3.42
agieval_sat_en_without_passage	0	acc	42.72	±	3.45
		acc_norm	36.41	±	3.36
agieval_sat_math	0	acc	34.55	±	3.21
		acc_norm	31.36	±	3.14

Average: 35.4%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	49.49	±	1.46
		acc_norm	53.24	±	1.46
arc_easy	0	acc	80.22	±	0.82
		acc_norm	80.18	±	0.82
boolq	1	acc	83.73	±	0.65
hellaswag	0	acc	61.41	±	0.49
		acc_norm	80.49	±	0.40
openbookqa	0	acc	33.80	±	2.12
		acc_norm	45.00	±	2.23
piqa	0	acc	79.82	±	0.94
		acc_norm	82.32	±	0.89
winogrande	0	acc	73.88	±	1.23

Average: 71.26%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	33.54	±	1.65
		mc2	50.74	±	1.49

Average: 50.74%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	48.42	±	3.64
bigbench_date_understanding	0	multiple_choice_grade	69.38	±	2.40
bigbench_disambiguation_qa	0	multiple_choice_grade	36.43	±	3.00
bigbench_geometric_shapes	0	multiple_choice_grade	18.11	±	2.04
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	25.80	±	1.96
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	18.43	±	1.47
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	40.00	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	32.20	±	2.09
bigbench_navigate	0	multiple_choice_grade	50.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	52.75	±	1.12
bigbench_ruin_names	0	multiple_choice_grade	32.37	±	2.21
bigbench_salient_translation_error_detection	0	multiple_choice_grade	24.95	±	1.37
bigbench_snarks	0	multiple_choice_grade	45.86	±	3.71
bigbench_sports_understanding	0	multiple_choice_grade	49.70	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	26.90	±	1.40
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.16	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	15.83	±	0.87
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	40.00	±	2.83

Average: 36.07%

Average score: 48.37%

Elapsed time: 02:39:24