Across GPT-2 and Llama fine-tuning, LoRA shows near-zero plagiarism-based memorization and lower training-data similarity than full fine-tuning at comparable task performance.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Leaner Training, Lower Leakage: Revisiting Memorization in LLM Fine-Tuning with LoRA
Across GPT-2 and Llama fine-tuning, LoRA shows near-zero plagiarism-based memorization and lower training-data similarity than full fine-tuning at comparable task performance.