parameter-efficient fine-tuning on BoolQ

Metric: Accuracy (% ) (higher is better)

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#	Model↕	Accuracy (% )▼	Augmentations	Paper	Date↕	Code
1	LLaMA2-7b	82.63	No	GIFT-SW: Gaussian noise Injected Fine-Tuning of ...	2024-08-27	Code
2	LLaMA2-7b	82.63	No	GIFT-SW: Gaussian noise Injected Fine-Tuning of ...	2024-08-27	Code
3	LLaMA2-7b	81.93	No	DoRA: Weight-Decomposed Low-Rank Adaptation	2024-02-14	Code
4	LLaMA2-7b	80.28	No	LoRA: Low-Rank Adaptation of Large Language Models	2021-06-17	Code

#1LLaMA2-7bSOTA
82.63
Accuracy (% )· 2024-08-27
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs Code
#2LLaMA2-7b
82.63
Accuracy (% )· 2024-08-27
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs Code
#3LLaMA2-7bSOTA
81.93
Accuracy (% )· 2024-02-14
DoRA: Weight-Decomposed Low-Rank Adaptation Code
#4LLaMA2-7bSOTA
80.28
Accuracy (% )· 2021-06-17
LoRA: Low-Rank Adaptation of Large Language Models Code