HeatherSpell-7b-Nous.md

Model	AGIEval	GPT4All	TruthfulQA	Bigbench	Average
HeatherSpell-7b	45.65	77.24	75.75	50	62.16

AGIEval

Task	Version	Metric	Value		Stderr
agieval_aqua_rat	0	acc	28.74	±	2.85
		acc_norm	25.98	±	2.76
agieval_logiqa_en	0	acc	39.63	±	1.92
		acc_norm	40.25	±	1.92
agieval_lsat_ar	0	acc	25.65	±	2.89
		acc_norm	24.35	±	2.84
agieval_lsat_lr	0	acc	53.14	±	2.21
		acc_norm	54.71	±	2.21
agieval_lsat_rc	0	acc	66.17	±	2.89
		acc_norm	65.80	±	2.90
agieval_sat_en	0	acc	76.70	±	2.95
		acc_norm	77.67	±	2.91
agieval_sat_en_without_passage	0	acc	44.17	±	3.47
		acc_norm	44.17	±	3.47
agieval_sat_math	0	acc	33.64	±	3.19
		acc_norm	32.27	±	3.16

Average: 45.65%

GPT4All

Task	Version	Metric	Value		Stderr
arc_challenge	0	acc	66.98	±	1.37
		acc_norm	67.92	±	1.36
arc_easy	0	acc	86.83	±	0.69
		acc_norm	82.24	±	0.78
boolq	1	acc	87.65	±	0.58
hellaswag	0	acc	68.13	±	0.47
		acc_norm	86.78	±	0.34
openbookqa	0	acc	38.00	±	2.17
		acc_norm	48.80	±	2.24
piqa	0	acc	83.03	±	0.88
		acc_norm	85.20	±	0.83
winogrande	0	acc	82.08	±	1.08

Average: 77.24%

TruthfulQA

Task	Version	Metric	Value		Stderr
truthfulqa_mc	1	mc1	58.26	±	1.73
		mc2	75.75	±	1.39

Average: 75.75%

Bigbench

Task	Version	Metric	Value		Stderr
bigbench_causal_judgement	0	multiple_choice_grade	60.00	±	3.56
bigbench_date_understanding	0	multiple_choice_grade	64.50	±	2.49
bigbench_disambiguation_qa	0	multiple_choice_grade	53.88	±	3.11
bigbench_geometric_shapes	0	multiple_choice_grade	24.23	±	2.26
		exact_str_match	0.00	±	0.00
bigbench_logical_deduction_five_objects	0	multiple_choice_grade	34.60	±	2.13
bigbench_logical_deduction_seven_objects	0	multiple_choice_grade	24.57	±	1.63
bigbench_logical_deduction_three_objects	0	multiple_choice_grade	60.33	±	2.83
bigbench_movie_recommendation	0	multiple_choice_grade	47.60	±	2.24
bigbench_navigate	0	multiple_choice_grade	55.20	±	1.57
bigbench_reasoning_about_colored_objects	0	multiple_choice_grade	70.25	±	1.02
bigbench_ruin_names	0	multiple_choice_grade	55.58	±	2.35
bigbench_salient_translation_error_detection	0	multiple_choice_grade	41.08	±	1.56
bigbench_snarks	0	multiple_choice_grade	74.03	±	3.27
bigbench_sports_understanding	0	multiple_choice_grade	75.05	±	1.38
bigbench_temporal_sequences	0	multiple_choice_grade	55.80	±	1.57
bigbench_tracking_shuffled_objects_five_objects	0	multiple_choice_grade	23.44	±	1.20
bigbench_tracking_shuffled_objects_seven_objects	0	multiple_choice_grade	19.60	±	0.95
bigbench_tracking_shuffled_objects_three_objects	0	multiple_choice_grade	60.33	±	2.83

Average: 50.0%

Average score: 62.16%

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