Einstein-v4-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Einstein-v4-7B	37.83	67.52	55.56	38.78	49.92

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	23.62	±	2.67
		acc_norm	22.83	±	2.64
agieval_logiqa_en	0	acc	37.33	±	1.90
		acc_norm	37.79	±	1.90
agieval_lsat_ar	0	acc	22.17	±	2.75
		acc_norm	20.00	±	2.64
agieval_lsat_lr	0	acc	42.35	±	2.19
		acc_norm	41.37	±	2.18
agieval_lsat_rc	0	acc	55.76	±	3.03
		acc_norm	49.44	±	3.05
agieval_sat_en	0	acc	66.02	±	3.31
		acc_norm	66.99	±	3.28
agieval_sat_en_without_passage	0	acc	39.81	±	3.42
		acc_norm	37.86	±	3.39
agieval_sat_math	0	acc	30.91	±	3.12
		acc_norm	26.36	±	2.98

Average: 37.83%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	51.79	±	1.46
		acc_norm	54.18	±	1.46
arc_easy	0	acc	78.87	±	0.84
		acc_norm	75.42	±	0.88
boolq	1	acc	84.28	±	0.64
hellaswag	0	acc	58.36	±	0.49
		acc_norm	75.89	±	0.43
openbookqa	0	acc	26.20	±	1.97
		acc_norm	37.20	±	2.16
piqa	0	acc	77.75	±	0.97
		acc_norm	78.84	±	0.95
winogrande	0	acc	66.85	±	1.32

Average: 67.52%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	37.70	±	1.70
		mc2	55.56	±	1.54

Average: 55.56%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.42	±	3.59
bigbench_date_understanding	0	multiple_choice_grade	60.98	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	37.60	±	3.02
bigbench_geometric_shapes	0	multiple_choice_grade	15.32	±	1.90
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	29.20	±	2.04
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.29	±	1.52
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	47.33	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	32.20	±	2.09
bigbench_navigate	0	multiple_choice_grade	50.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	56.20	±	1.11
bigbench_ruin_names	0	multiple_choice_grade	32.14	±	2.21
bigbench_salient_translation_error_detection	0	multiple_choice_grade	13.93	±	1.10
bigbench_snarks	0	multiple_choice_grade	56.35	±	3.70
bigbench_sports_understanding	0	multiple_choice_grade	66.63	±	1.50
bigbench_temporal_sequences	0	multiple_choice_grade	36.50	±	1.52
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	21.76	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	15.77	±	0.87
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	47.33	±	2.89

Average: 38.78%

Average score: 49.92%

Elapsed time: 02:26:41