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Common-sense Reasoning on PIQA, HellaSwag, ARC-C, ARC-E, and OBQA (test)

84.1PIQA Accuracy

LLaMA + LoRA

Updated 4d ago

Evaluation Results

Method	Links
LLaMA + LoRA 2023.05		84.1	83.3	59.5	79.2	50.6	71.4
LLaMA + PEQA 2023.05		82.7	80.2	56.8	75.5	47.6	68.6
LLaMA 2023.05		82.5	82.2	56.2	74.9	47	68.6
LLaMA + LoRA 2023.05		81.8	80.3	48.2	61.6	42.8	62.9
LLaMA + LoRA 2023.05		81.1	78.8	53.5	72.4	47	66.6
LLaMA + PEQA 2023.05		80.7	76	50.9	71.6	48	65.5
LLaMA + PEQA 2023.05		80.3	78.4	49.8	63.3	42.8	62.9
LLaMA 2023.05		80.1	79.2	45.5	58.9	42	61.1
LLaMA 2023.05		80	78.4	50.4	70.8	47.2	65.4
LLaMA + LoRA 2023.05		79.9	75.2	46.4	66.5	47.2	63
LLaMA + LoRA 2023.05		79.6	76.7	46.3	62	43.2	61.5
LLaMA 2023.05		79.4	75.3	45.6	65.8	44	62
LLaMA 2023.05		79.1	76.2	44.5	59.9	42.2	60.4
LLaMA + PEQA 2023.05		78.9	74	46.4	62.5	42.8	60.9
LLaMA + PEQA 2023.05		78.9	73.2	45.1	65.4	44	61.3
LLaMA + LoRA 2023.05		78.6	73.3	43.7	55.8	43	58.9
LLaMA + PEQA 2023.05		77.9	71.4	42.4	57.2	42	58.2
LLaMA 2023.05		77.3	73	41.4	52.5	42.4	57.3