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

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Llama-3-SLERP-8B	36.82	72.03	49.52	40.88	49.81

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	27.56	±	2.81
		acc_norm	24.02	±	2.69
agieval_logiqa_en	0	acc	34.41	±	1.86
		acc_norm	37.63	±	1.90
agieval_lsat_ar	0	acc	18.26	±	2.55
		acc_norm	18.26	±	2.55
agieval_lsat_lr	0	acc	40.20	±	2.17
		acc_norm	37.84	±	2.15
agieval_lsat_rc	0	acc	53.90	±	3.04
		acc_norm	49.07	±	3.05
agieval_sat_en	0	acc	64.56	±	3.34
		acc_norm	57.77	±	3.45
agieval_sat_en_without_passage	0	acc	38.83	±	3.40
		acc_norm	35.44	±	3.34
agieval_sat_math	0	acc	42.27	±	3.34
		acc_norm	34.55	±	3.21

Average: 36.82%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	54.69	±	1.45
		acc_norm	57.94	±	1.44
arc_easy	0	acc	83.12	±	0.77
		acc_norm	81.99	±	0.79
boolq	1	acc	84.53	±	0.63
hellaswag	0	acc	60.52	±	0.49
		acc_norm	79.21	±	0.40
openbookqa	0	acc	33.40	±	2.11
		acc_norm	45.20	±	2.23
piqa	0	acc	79.82	±	0.94
		acc_norm	81.39	±	0.91
winogrande	0	acc	73.95	±	1.23

Average: 72.03%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	32.68	±	1.64
		mc2	49.52	±	1.46

Average: 49.52%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	56.32	±	3.61
bigbench_date_understanding	0	multiple_choice_grade	69.38	±	2.40
bigbench_disambiguation_qa	0	multiple_choice_grade	29.84	±	2.85
bigbench_geometric_shapes	0	multiple_choice_grade	31.48	±	2.45
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	28.00	±	2.01
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	21.00	±	1.54
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	50.00	±	2.89
bigbench_movie_recommendation	0	multiple_choice_grade	32.60	±	2.10
bigbench_navigate	0	multiple_choice_grade	53.90	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	63.60	±	1.08
bigbench_ruin_names	0	multiple_choice_grade	43.08	±	2.34
bigbench_salient_translation_error_detection	0	multiple_choice_grade	26.25	±	1.39
bigbench_snarks	0	multiple_choice_grade	50.28	±	3.73
bigbench_sports_understanding	0	multiple_choice_grade	50.51	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	39.90	±	1.55
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.56	±	1.18
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	17.09	±	0.90
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	50.00	±	2.89

Average: 40.88%

Average score: 49.81%

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