MonaTrix-7B-DPOv2-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
MonaTrix-7B-DPOv2	45.63	76.98	78.63	50.18	62.86

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	29.92	±	2.88
		acc_norm	27.17	±	2.80
agieval_logiqa_en	0	acc	39.94	±	1.92
		acc_norm	39.17	±	1.91
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	25.22	±	2.87
agieval_lsat_lr	0	acc	52.16	±	2.21
		acc_norm	52.94	±	2.21
agieval_lsat_rc	0	acc	67.66	±	2.86
		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	44.17	±	3.47
		acc_norm	43.69	±	3.46
agieval_sat_math	0	acc	32.27	±	3.16
		acc_norm	31.82	±	3.15

Average: 45.63%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.24	±	1.37
		acc_norm	68.26	±	1.36
arc_easy	0	acc	86.41	±	0.70
		acc_norm	80.56	±	0.81
boolq	1	acc	87.52	±	0.58
hellaswag	0	acc	69.37	±	0.46
		acc_norm	87.37	±	0.33
openbookqa	0	acc	39.40	±	2.19
		acc_norm	47.80	±	2.24
piqa	0	acc	83.13	±	0.87
		acc_norm	85.26	±	0.83
winogrande	0	acc	82.08	±	1.08

Average: 76.98%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.79	±	1.69
		mc2	78.63	±	1.36

Average: 78.63%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	61.05	±	3.55
bigbench_date_understanding	0	multiple_choice_grade	63.41	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	55.43	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	23.68	±	2.25
		exact_str_match	1.95	±	0.73
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.20	±	2.12
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.86	±	1.59
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	57.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	53.20	±	2.23
bigbench_navigate	0	multiple_choice_grade	58.00	±	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	41.28	±	1.56
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	74.75	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	55.90	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.44	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.31	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	57.33	±	2.86

Average: 50.18%

Average score: 62.86%

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