Llama-3-linear-8B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Llama-3-linear-8B	39.89	70.88	43.01	34.46	47.06

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	26.77	±	2.78
		acc_norm	24.02	±	2.69
agieval_logiqa_en	0	acc	36.56	±	1.89
		acc_norm	37.94	±	1.90
agieval_lsat_ar	0	acc	22.17	±	2.75
		acc_norm	21.30	±	2.71
agieval_lsat_lr	0	acc	41.76	±	2.19
		acc_norm	39.80	±	2.17
agieval_lsat_rc	0	acc	57.25	±	3.02
		acc_norm	53.90	±	3.04
agieval_sat_en	0	acc	67.48	±	3.27
		acc_norm	65.05	±	3.33
agieval_sat_en_without_passage	0	acc	43.20	±	3.46
		acc_norm	40.78	±	3.43
agieval_sat_math	0	acc	41.36	±	3.33
		acc_norm	36.36	±	3.25

Average: 39.89%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	53.75	±	1.46
		acc_norm	57.85	±	1.44
arc_easy	0	acc	82.15	±	0.79
		acc_norm	80.81	±	0.81
boolq	1	acc	83.94	±	0.64
hellaswag	0	acc	59.02	±	0.49
		acc_norm	77.20	±	0.42
openbookqa	0	acc	34.80	±	2.13
		acc_norm	44.20	±	2.22
piqa	0	acc	79.11	±	0.95
		acc_norm	80.20	±	0.93
winogrande	0	acc	71.98	±	1.26

Average: 70.88%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	26.44	±	1.54
		mc2	43.01	±	1.40

Average: 43.01%

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	26.20	±	1.97
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	18.57	±	1.47
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	43.00	±	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	44.80	±	1.11
bigbench_ruin_names	0	multiple_choice_grade	26.34	±	2.08
bigbench_salient_translation_error_detection	0	multiple_choice_grade	15.23	±	1.14
bigbench_snarks	0	multiple_choice_grade	46.96	±	3.72
bigbench_sports_understanding	0	multiple_choice_grade	51.83	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	24.70	±	1.36
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.16	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	15.77	±	0.87
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	43.00	±	2.86

Average: 34.46%

Average score: 47.06%

Elapsed time: 02:51:18