Monatrix-v4-dpo-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Monatrix-v4-dpo	45.4	76.33	78.44	49.59	62.44

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	29.13	±	2.86
		acc_norm	27.17	±	2.80
agieval_logiqa_en	0	acc	39.02	±	1.91
		acc_norm	38.40	±	1.91
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	51.96	±	2.21
		acc_norm	53.33	±	2.21
agieval_lsat_rc	0	acc	66.17	±	2.89
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	76.70	±	2.95
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	35.91	±	3.24
		acc_norm	33.18	±	3.18

Average: 45.4%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.06	±	1.37
		acc_norm	67.58	±	1.37
arc_easy	0	acc	85.23	±	0.73
		acc_norm	78.87	±	0.84
boolq	1	acc	86.67	±	0.59
hellaswag	0	acc	68.67	±	0.46
		acc_norm	87.14	±	0.33
openbookqa	0	acc	39.00	±	2.18
		acc_norm	48.40	±	2.24
piqa	0	acc	82.59	±	0.88
		acc_norm	84.44	±	0.85
winogrande	0	acc	81.22	±	1.10

Average: 76.33%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.55	±	1.69
		mc2	78.44	±	1.37

Average: 78.44%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	60.70	±	2.55
bigbench_disambiguation_qa	0	multiple_choice_grade	54.65	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	23.68	±	2.25
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	31.80	±	2.08
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.29	±	1.57
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.67	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	52.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.50	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.55	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	56.70	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.48	±	1.56
bigbench_snarks	0	multiple_choice_grade	74.59	±	3.25
bigbench_sports_understanding	0	multiple_choice_grade	75.35	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	57.60	±	1.56
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.24	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.60	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.67	±	2.86

Average: 49.59%

Average score: 62.44%

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