Hermes-2-Theta-Llama-3-8B-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
Hermes-2-Theta-Llama-3-8B	43.9	72.62	56.36	44.23	54.28

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	23.23	±	2.65
		acc_norm	24.02	±	2.69
agieval_logiqa_en	0	acc	37.33	±	1.90
		acc_norm	38.71	±	1.91
agieval_lsat_ar	0	acc	24.35	±	2.84
		acc_norm	22.17	±	2.75
agieval_lsat_lr	0	acc	54.71	±	2.21
		acc_norm	53.53	±	2.21
agieval_lsat_rc	0	acc	66.54	±	2.88
		acc_norm	63.57	±	2.94
agieval_sat_en	0	acc	77.18	±	2.93
		acc_norm	73.79	±	3.07
agieval_sat_en_without_passage	0	acc	44.66	±	3.47
		acc_norm	41.75	±	3.44
agieval_sat_math	0	acc	38.64	±	3.29
		acc_norm	33.64	±	3.19

Average: 43.9%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	55.38	±	1.45
		acc_norm	58.87	±	1.44
arc_easy	0	acc	83.71	±	0.76
		acc_norm	81.40	±	0.80
boolq	1	acc	85.90	±	0.61
hellaswag	0	acc	61.36	±	0.49
		acc_norm	79.86	±	0.40
openbookqa	0	acc	39.40	±	2.19
		acc_norm	46.80	±	2.23
piqa	0	acc	80.52	±	0.92
		acc_norm	81.45	±	0.91
winogrande	0	acc	74.03	±	1.23

Average: 72.62%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	39.41	±	1.71
		mc2	56.36	±	1.55

Average: 56.36%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	59.47	±	3.57
bigbench_date_understanding	0	multiple_choice_grade	65.58	±	2.48
bigbench_disambiguation_qa	0	multiple_choice_grade	31.78	±	2.90
bigbench_geometric_shapes	0	multiple_choice_grade	23.68	±	2.25
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	29.00	±	2.03
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	20.71	±	1.53
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	55.00	±	2.88
bigbench_movie_recommendation	0	multiple_choice_grade	40.40	±	2.20
bigbench_navigate	0	multiple_choice_grade	49.90	±	1.58
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.65	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	48.44	±	2.36
bigbench_salient_translation_error_detection	0	multiple_choice_grade	22.95	±	1.33
bigbench_snarks	0	multiple_choice_grade	68.51	±	3.46
bigbench_sports_understanding	0	multiple_choice_grade	53.96	±	1.59
bigbench_temporal_sequences	0	multiple_choice_grade	63.20	±	1.53
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	22.08	±	1.17
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	15.83	±	0.87
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	55.00	±	2.88

Average: 44.23%

Average score: 54.28%

Elapsed time: 04:06:52