YamshadowExperiment28-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
YamshadowExperiment28-7B	44.73	77.28	78.85	49.73	62.65

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	24.80	±	2.72
agieval_logiqa_en	0	acc	39.17	±	1.91
		acc_norm	39.94	±	1.92
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	22.61	±	2.76
agieval_lsat_lr	0	acc	53.92	±	2.21
		acc_norm	54.90	±	2.21
agieval_lsat_rc	0	acc	65.06	±	2.91
		acc_norm	66.17	±	2.89
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	77.18	±	2.93
agieval_sat_en_without_passage	0	acc	42.23	±	3.45
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	30.45	±	3.11

Average: 44.73%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.83	±	1.37
		acc_norm	68.09	±	1.36
arc_easy	0	acc	86.45	±	0.70
		acc_norm	80.39	±	0.81
boolq	1	acc	87.37	±	0.58
hellaswag	0	acc	69.77	±	0.46
		acc_norm	87.60	±	0.33
openbookqa	0	acc	40.60	±	2.20
		acc_norm	49.40	±	2.24
piqa	0	acc	83.46	±	0.87
		acc_norm	85.58	±	0.82
winogrande	0	acc	82.56	±	1.07

Average: 77.28%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	62.91	±	1.69
		mc2	78.85	±	1.35

Average: 78.85%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	61.25	±	2.54
bigbench_disambiguation_qa	0	multiple_choice_grade	54.65	±	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	33.60	±	2.11
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.29	±	1.62
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	61.00	±	2.82
bigbench_movie_recommendation	0	multiple_choice_grade	51.20	±	2.24
bigbench_navigate	0	multiple_choice_grade	57.60	±	1.56
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	68.40	±	1.04
bigbench_ruin_names	0	multiple_choice_grade	55.80	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.08	±	1.55
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	75.46	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	54.20	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.72	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.37	±	0.94
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	61.00	±	2.82

Average: 49.73%

Average score: 62.65%

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