Llama-3-12B-Instruct-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Llama-3-12B-Instruct	36.04	67.53	51.36	40.44	48.84

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	24.80	±	2.72
agieval_logiqa_en	0	acc	35.02	±	1.87
		acc_norm	35.33	±	1.87
agieval_lsat_ar	0	acc	20.43	±	2.66
		acc_norm	17.83	±	2.53
agieval_lsat_lr	0	acc	39.02	±	2.16
		acc_norm	38.04	±	2.15
agieval_lsat_rc	0	acc	52.04	±	3.05
		acc_norm	44.98	±	3.04
agieval_sat_en	0	acc	63.59	±	3.36
		acc_norm	57.77	±	3.45
agieval_sat_en_without_passage	0	acc	38.35	±	3.40
		acc_norm	35.92	±	3.35
agieval_sat_math	0	acc	39.09	±	3.30
		acc_norm	33.64	±	3.19

Average: 36.04%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	50.77	±	1.46
		acc_norm	52.56	±	1.46
arc_easy	0	acc	80.64	±	0.81
		acc_norm	78.49	±	0.84
boolq	1	acc	77.89	±	0.73
hellaswag	0	acc	55.50	±	0.50
		acc_norm	73.04	±	0.44
openbookqa	0	acc	34.20	±	2.12
		acc_norm	42.20	±	2.21
piqa	0	acc	77.04	±	0.98
		acc_norm	77.37	±	0.98
winogrande	0	acc	71.19	±	1.27

Average: 67.53%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	34.39	±	1.66
		mc2	51.36	±	1.51

Average: 51.36%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	52.11	±	3.63
bigbench_date_understanding	0	multiple_choice_grade	62.87	±	2.52
bigbench_disambiguation_qa	0	multiple_choice_grade	32.17	±	2.91
bigbench_geometric_shapes	0	multiple_choice_grade	29.25	±	2.40
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	33.00	±	2.10
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	22.71	±	1.58
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	59.67	±	2.84
bigbench_movie_recommendation	0	multiple_choice_grade	29.80	±	2.05
bigbench_navigate	0	multiple_choice_grade	50.30	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	55.75	±	1.11
bigbench_ruin_names	0	multiple_choice_grade	39.29	±	2.31
bigbench_salient_translation_error_detection	0	multiple_choice_grade	27.35	±	1.41
bigbench_snarks	0	multiple_choice_grade	53.59	±	3.72
bigbench_sports_understanding	0	multiple_choice_grade	50.30	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	31.10	±	1.46
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.72	±	1.19
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	16.29	±	0.88
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	59.67	±	2.84

Average: 40.44%

Average score: 48.84%

Elapsed time: 03:05:28