Aphasia-7B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Aphasia-7B	45.24	77.25	71.04	48.17	60.43

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.35	±	2.83
		acc_norm	25.59	±	2.74
agieval_logiqa_en	0	acc	38.71	±	1.91
		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	52.16	±	2.21
		acc_norm	52.75	±	2.21
agieval_lsat_rc	0	acc	66.91	±	2.87
		acc_norm	65.43	±	2.91
agieval_sat_en	0	acc	80.58	±	2.76
		acc_norm	80.10	±	2.79
agieval_sat_en_without_passage	0	acc	43.20	±	3.46
		acc_norm	42.72	±	3.45
agieval_sat_math	0	acc	34.09	±	3.20
		acc_norm	30.45	±	3.11

Average: 45.24%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	68.00	±	1.36
		acc_norm	67.58	±	1.37
arc_easy	0	acc	87.16	±	0.69
		acc_norm	83.54	±	0.76
boolq	1	acc	88.17	±	0.56
hellaswag	0	acc	69.77	±	0.46
		acc_norm	86.73	±	0.34
openbookqa	0	acc	39.80	±	2.19
		acc_norm	49.00	±	2.24
piqa	0	acc	83.30	±	0.87
		acc_norm	85.15	±	0.83
winogrande	0	acc	80.58	±	1.11

Average: 77.25%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	57.53	±	1.73
		mc2	71.04	±	1.49

Average: 71.04%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	55.79	±	3.61
bigbench_date_understanding	0	multiple_choice_grade	65.31	±	2.48
bigbench_disambiguation_qa	0	multiple_choice_grade	45.74	±	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	36.40	±	2.15
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.43	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.67	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	48.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	56.90	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	71.75	±	1.01
bigbench_ruin_names	0	multiple_choice_grade	54.91	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	30.26	±	1.45
bigbench_snarks	0	multiple_choice_grade	67.96	±	3.48
bigbench_sports_understanding	0	multiple_choice_grade	75.66	±	1.37
bigbench_temporal_sequences	0	multiple_choice_grade	47.00	±	1.58
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.56	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.94	±	0.96
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.67	±	2.83

Average: 48.17%

Average score: 60.43%

Elapsed time: 01:23:27