Llama-3-12B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Llama-3-12B	28.11	68.75	43.02	34.34	43.55

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	25.20	±	2.73
		acc_norm	27.56	±	2.81
agieval_logiqa_en	0	acc	26.57	±	1.73
		acc_norm	31.49	±	1.82
agieval_lsat_ar	0	acc	20.00	±	2.64
		acc_norm	22.17	±	2.75
agieval_lsat_lr	0	acc	28.24	±	2.00
		acc_norm	25.88	±	1.94
agieval_lsat_rc	0	acc	36.80	±	2.95
		acc_norm	27.51	±	2.73
agieval_sat_en	0	acc	49.51	±	3.49
		acc_norm	35.92	±	3.35
agieval_sat_en_without_passage	0	acc	38.35	±	3.40
		acc_norm	25.73	±	3.05
agieval_sat_math	0	acc	34.55	±	3.21
		acc_norm	28.64	±	3.05

Average: 28.11%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	46.42	±	1.46
		acc_norm	49.74	±	1.46
arc_easy	0	acc	78.87	±	0.84
		acc_norm	77.27	±	0.86
boolq	1	acc	79.36	±	0.71
hellaswag	0	acc	57.52	±	0.49
		acc_norm	76.30	±	0.42
openbookqa	0	acc	33.20	±	2.11
		acc_norm	45.80	±	2.23
piqa	0	acc	78.02	±	0.97
		acc_norm	79.33	±	0.94
winogrande	0	acc	73.48	±	1.24

Average: 68.75%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	26.44	±	1.54
		mc2	43.02	±	1.40

Average: 43.02%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	51.58	±	3.64
bigbench_date_understanding	0	multiple_choice_grade	59.89	±	2.55
bigbench_disambiguation_qa	0	multiple_choice_grade	31.40	±	2.89
bigbench_geometric_shapes	0	multiple_choice_grade	18.94	±	2.07
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	25.80	±	1.96
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	18.43	±	1.47
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	42.33	±	2.86
bigbench_movie_recommendation	0	multiple_choice_grade	30.00	±	2.05
bigbench_navigate	0	multiple_choice_grade	50.00	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	45.05	±	1.11
bigbench_ruin_names	0	multiple_choice_grade	26.34	±	2.08
bigbench_salient_translation_error_detection	0	multiple_choice_grade	14.83	±	1.13
bigbench_snarks	0	multiple_choice_grade	46.96	±	3.72
bigbench_sports_understanding	0	multiple_choice_grade	51.72	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	24.70	±	1.36
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.08	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	15.66	±	0.87
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	42.33	±	2.86

Average: 34.34%

Average score: 43.55%

Elapsed time: 03:44:20