MonaTrix-v4-7B-DPO-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MonaTrix-v4-7B-DPO	45.59	76.89	78.74	50.11	62.83

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	29.53	±	2.87
		acc_norm	27.17	±	2.80
agieval_logiqa_en	0	acc	40.09	±	1.92
		acc_norm	39.48	±	1.92
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	25.22	±	2.87
agieval_lsat_lr	0	acc	51.96	±	2.21
		acc_norm	52.75	±	2.21
agieval_lsat_rc	0	acc	67.29	±	2.87
		acc_norm	66.91	±	2.87
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	78.16	±	2.89
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	31.36	±	3.14

Average: 45.59%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.32	±	1.37
		acc_norm	68.17	±	1.36
arc_easy	0	acc	86.41	±	0.70
		acc_norm	80.30	±	0.82
boolq	1	acc	87.52	±	0.58
hellaswag	0	acc	69.36	±	0.46
		acc_norm	87.35	±	0.33
openbookqa	0	acc	39.40	±	2.19
		acc_norm	47.60	±	2.24
piqa	0	acc	83.13	±	0.87
		acc_norm	85.15	±	0.83
winogrande	0	acc	82.16	±	1.08

Average: 76.89%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.67	±	1.69
		mc2	78.74	±	1.36

Average: 78.74%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	62.87	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	55.04	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	23.96	±	2.26
		exact_str_match	1.39	±	0.62
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.20	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.71	±	1.58
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	54.00	±	2.23
bigbench_navigate	0	multiple_choice_grade	57.90	±	1.56
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.90	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	57.14	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.08	±	1.56
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	75.05	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	55.80	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.20	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.43	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.33	±	2.86

Average: 50.11%

Average score: 62.83%

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