RoFL (the body's title) shows that rare, low-likelihood prompt-response pairs can serve as stable black-box fingerprints that identify a language model lineage after fine-tuning, LoRA, quantization, and prompt-template changes.
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
-
RAFP: Identifying LLM Lineages via Rare-Region Fingerprints
RoFL (the body's title) shows that rare, low-likelihood prompt-response pairs can serve as stable black-box fingerprints that identify a language model lineage after fine-tuning, LoRA, quantization, and prompt-template changes.