OpenCodePapers

parameter-efficient-fine-tuning-on-boolq

parameter-efficient fine-tuning
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PaperCodeAccuracy (% )ModelNameReleaseDate
QLoRA: Efficient Finetuning of Quantized LLMs✓ Link82.63LLaMA2-7b2023-05-23
GIFT-SW: Gaussian noise Injected Fine-Tuning of Salient Weights for LLMs✓ Link82.63LLaMA2-7b2024-08-27
DoRA: Weight-Decomposed Low-Rank Adaptation✓ Link81.93LLaMA2-7b2024-02-14
LoRA: Low-Rank Adaptation of Large Language Models✓ Link80.28LLaMA2-7b2021-06-17