dpo-binarized-NeuralTrix-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
dpo-binarized-NeuralTrix-7B	44.57	76.34	79.81	49.27	62.5

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	24.41	±	2.70
agieval_logiqa_en	0	acc	37.94	±	1.90
		acc_norm	37.94	±	1.90
agieval_lsat_ar	0	acc	25.22	±	2.87
		acc_norm	25.22	±	2.87
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	55.49	±	2.20
agieval_lsat_rc	0	acc	65.06	±	2.91
		acc_norm	65.06	±	2.91
agieval_sat_en	0	acc	76.70	±	2.95
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	41.75	±	3.44
		acc_norm	40.78	±	3.43
agieval_sat_math	0	acc	31.82	±	3.15
		acc_norm	30.00	±	3.10

Average: 44.57%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	64.85	±	1.40
		acc_norm	66.89	±	1.38
arc_easy	0	acc	84.51	±	0.74
		acc_norm	77.31	±	0.86
boolq	1	acc	86.91	±	0.59
hellaswag	0	acc	69.08	±	0.46
		acc_norm	87.20	±	0.33
openbookqa	0	acc	41.00	±	2.20
		acc_norm	50.60	±	2.24
piqa	0	acc	82.26	±	0.89
		acc_norm	83.73	±	0.86
winogrande	0	acc	81.69	±	1.09

Average: 76.34%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	63.77	±	1.68
		mc2	79.81	±	1.34

Average: 79.81%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.53	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	61.52	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	60.85	±	3.04
bigbench_geometric_shapes	0	multiple_choice_grade	23.12	±	2.23
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	32.40	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.86	±	1.59
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.00	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	51.40	±	2.24
bigbench_navigate	0	multiple_choice_grade	54.70	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	66.05	±	1.06
bigbench_ruin_names	0	multiple_choice_grade	55.13	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.18	±	1.55
bigbench_snarks	0	multiple_choice_grade	72.38	±	3.33
bigbench_sports_understanding	0	multiple_choice_grade	72.72	±	1.42
bigbench_temporal_sequences	0	multiple_choice_grade	51.00	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.52	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.43	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.00	±	2.83

Average: 49.27%

Average score: 62.5%

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