dolphin-2.6-mistral-7b-dpo-laser-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
dolphin-2.6-mistral-7b-dpo-laser	38.32	73.77	61.03	42.58	53.92

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	18.90	±	2.46
		acc_norm	17.72	±	2.40
agieval_logiqa_en	0	acc	34.87	±	1.87
		acc_norm	34.56	±	1.87
agieval_lsat_ar	0	acc	22.17	±	2.75
		acc_norm	22.17	±	2.75
agieval_lsat_lr	0	acc	39.61	±	2.17
		acc_norm	39.61	±	2.17
agieval_lsat_rc	0	acc	53.16	±	3.05
		acc_norm	50.19	±	3.05
agieval_sat_en	0	acc	70.39	±	3.19
		acc_norm	68.93	±	3.23
agieval_sat_en_without_passage	0	acc	39.32	±	3.41
		acc_norm	39.32	±	3.41
agieval_sat_math	0	acc	39.09	±	3.30
		acc_norm	34.09	±	3.20

Average: 38.32%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	56.31	±	1.45
		acc_norm	58.96	±	1.44
arc_easy	0	acc	83.67	±	0.76
		acc_norm	80.22	±	0.82
boolq	1	acc	87.13	±	0.59
hellaswag	0	acc	64.77	±	0.48
		acc_norm	83.58	±	0.37
openbookqa	0	acc	34.40	±	2.13
		acc_norm	47.20	±	2.23
piqa	0	acc	82.43	±	0.89
		acc_norm	83.19	±	0.87
winogrande	0	acc	76.09	±	1.20

Average: 73.77%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	44.31	±	1.74
		mc2	61.03	±	1.51

Average: 61.03%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	57.89	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	66.94	±	2.45
bigbench_disambiguation_qa	0	multiple_choice_grade	35.27	±	2.98
bigbench_geometric_shapes	0	multiple_choice_grade	20.33	±	2.13
		exact_str_match	2.23	±	0.78
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	27.40	±	2.00
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.29	±	1.52
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	49.33	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	51.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	54.30	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	67.05	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	40.62	±	2.32
bigbench_salient_translation_error_detection	0	multiple_choice_grade	12.83	±	1.06
bigbench_snarks	0	multiple_choice_grade	65.19	±	3.55
bigbench_sports_understanding	0	multiple_choice_grade	71.40	±	1.44
bigbench_temporal_sequences	0	multiple_choice_grade	36.60	±	1.52
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.72	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	17.26	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	49.33	±	2.89

Average: 42.58%

Average score: 53.92%

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