NeuralTrix-7B-v1-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
NeuralTrix-7B-v1	44.75	77.61	75.44	49.82	61.91

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.38	±	2.77
		acc_norm	25.20	±	2.73
agieval_logiqa_en	0	acc	39.02	±	1.91
		acc_norm	39.17	±	1.91
agieval_lsat_ar	0	acc	24.78	±	2.85
		acc_norm	23.48	±	2.80
agieval_lsat_lr	0	acc	52.94	±	2.21
		acc_norm	52.94	±	2.21
agieval_lsat_rc	0	acc	65.80	±	2.90
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	78.16	±	2.89
		acc_norm	78.16	±	2.89
agieval_sat_en_without_passage	0	acc	42.23	±	3.45
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	33.18	±	3.18
		acc_norm	30.91	±	3.12

Average: 44.75%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	67.83	±	1.37
		acc_norm	68.77	±	1.35
arc_easy	0	acc	86.78	±	0.69
		acc_norm	81.19	±	0.80
boolq	1	acc	87.77	±	0.57
hellaswag	0	acc	70.92	±	0.45
		acc_norm	87.88	±	0.33
openbookqa	0	acc	40.40	±	2.20
		acc_norm	49.40	±	2.24
piqa	0	acc	83.13	±	0.87
		acc_norm	85.26	±	0.83
winogrande	0	acc	83.03	±	1.05

Average: 77.61%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	60.59	±	1.71
		mc2	75.44	±	1.43

Average: 75.44%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	58.95	±	3.58
bigbench_date_understanding	0	multiple_choice_grade	62.87	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	55.43	±	3.10
bigbench_geometric_shapes	0	multiple_choice_grade	22.84	±	2.22
		exact_str_match	2.51	±	0.83
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.40	±	2.11
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	23.14	±	1.60
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.67	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	56.40	±	2.22
bigbench_navigate	0	multiple_choice_grade	53.80	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.55	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	54.69	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	39.88	±	1.55
bigbench_snarks	0	multiple_choice_grade	72.93	±	3.31
bigbench_sports_understanding	0	multiple_choice_grade	75.05	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	53.00	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.96	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.54	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.67	±	2.83

Average: 49.82%

Average score: 61.91%

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