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OML 1.0

OML 1.0 is an open-source system for fingerprinting large language models through fine-tuning, enabling model ownership verification and protection against unauthorized use.
Category: Uncategorized

Description

OML stands for Open, Monetizable, and Loyal AI. OML 1.0 uses AI-native cryptographic model fingerprints represented as secret query-response pairs. The repository provides tooling to generate fingerprints, embed them into selected language models through fine-tuning, verify fingerprints, and deploy the resulting fingerprinted models. The associated research describes OML as an interdisciplinary framework involving AI, blockchain, and cryptography.