assets/gemma-2b-orpo-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
gemma-2b-orpo	23.76	58.25	44.47	31.32	39.45

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	15.35	±	2.27
		acc_norm	17.32	±	2.38
agieval_logiqa_en	0	acc	25.96	±	1.72
		acc_norm	29.34	±	1.79
agieval_lsat_ar	0	acc	19.57	±	2.62
		acc_norm	20.00	±	2.64
agieval_lsat_lr	0	acc	23.14	±	1.87
		acc_norm	21.96	±	1.83
agieval_lsat_rc	0	acc	24.16	±	2.61
		acc_norm	24.54	±	2.63
agieval_sat_en	0	acc	29.61	±	3.19
		acc_norm	27.18	±	3.11
agieval_sat_en_without_passage	0	acc	30.58	±	3.22
		acc_norm	24.76	±	3.01
agieval_sat_math	0	acc	23.64	±	2.87
		acc_norm	25.00	±	2.93

Average: 23.76%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	37.97	±	1.42
		acc_norm	40.61	±	1.44
arc_easy	0	acc	67.63	±	0.96
		acc_norm	65.82	±	0.97
boolq	1	acc	69.85	±	0.80
hellaswag	0	acc	52.39	±	0.50
		acc_norm	67.70	±	0.47
openbookqa	0	acc	25.40	±	1.95
		acc_norm	37.40	±	2.17
piqa	0	acc	71.71	±	1.05
		acc_norm	72.74	±	1.04
winogrande	0	acc	53.59	±	1.40

Average: 58.25%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	28.76	±	1.58
		mc2	44.47	±	1.61

Average: 44.47%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	51.58	±	3.64
bigbench_date_understanding	0	multiple_choice_grade	43.63	±	2.59
bigbench_disambiguation_qa	0	multiple_choice_grade	37.21	±	3.02
bigbench_geometric_shapes	0	multiple_choice_grade	10.03	±	1.59
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	23.80	±	1.91
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	18.00	±	1.45
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	38.67	±	2.82
bigbench_movie_recommendation	0	multiple_choice_grade	22.60	±	1.87
bigbench_navigate	0	multiple_choice_grade	50.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	32.80	±	1.05
bigbench_ruin_names	0	multiple_choice_grade	25.67	±	2.07
bigbench_salient_translation_error_detection	0	multiple_choice_grade	19.24	±	1.25
bigbench_snarks	0	multiple_choice_grade	44.75	±	3.71
bigbench_sports_understanding	0	multiple_choice_grade	49.70	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	24.60	±	1.36
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	19.20	±	1.11
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	13.60	±	0.82
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	38.67	±	2.82

Average: 31.32%

Average score: 39.45%

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