binarized-ingotrix-slerp-7b-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
binarized-ingotrix-slerp-7b	45.17	76.74	75.64	49.57	61.78

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.35	±	2.83
		acc_norm	24.41	±	2.70
agieval_logiqa_en	0	acc	39.48	±	1.92
		acc_norm	40.55	±	1.93
agieval_lsat_ar	0	acc	23.91	±	2.82
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	54.12	±	2.21
		acc_norm	55.10	±	2.20
agieval_lsat_rc	0	acc	65.06	±	2.91
		acc_norm	63.20	±	2.95
agieval_sat_en	0	acc	79.61	±	2.81
		acc_norm	79.61	±	2.81
agieval_sat_en_without_passage	0	acc	42.72	±	3.45
		acc_norm	43.20	±	3.46
agieval_sat_math	0	acc	31.36	±	3.14
		acc_norm	30.91	±	3.12

Average: 45.17%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.75	±	1.37
		acc_norm	66.89	±	1.38
arc_easy	0	acc	86.66	±	0.70
		acc_norm	80.47	±	0.81
boolq	1	acc	87.65	±	0.58
hellaswag	0	acc	69.68	±	0.46
		acc_norm	86.89	±	0.34
openbookqa	0	acc	40.00	±	2.19
		acc_norm	48.40	±	2.24
piqa	0	acc	83.51	±	0.87
		acc_norm	85.64	±	0.82
winogrande	0	acc	81.22	±	1.10

Average: 76.74%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	61.32	±	1.70
		mc2	75.64	±	1.42

Average: 75.64%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	63.41	±	2.51
bigbench_disambiguation_qa	0	multiple_choice_grade	53.88	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	22.56	±	2.21
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	35.40	±	2.14
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.71	±	1.61
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.00	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	52.00	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.30	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	69.60	±	1.03
bigbench_ruin_names	0	multiple_choice_grade	54.46	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	38.58	±	1.54
bigbench_snarks	0	multiple_choice_grade	72.38	±	3.33
bigbench_sports_understanding	0	multiple_choice_grade	76.06	±	1.36
bigbench_temporal_sequences	0	multiple_choice_grade	51.90	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.32	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	20.17	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.00	±	2.83

Average: 49.57%

Average score: 61.78%

Elapsed time: 02:23:11