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Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs

Hugging Face Daily Papers ↗ · 2026-06-19 Cached

This paper introduces Tiered Language Models (TLMs), which allow a single set of open-weight model parameters to support multiple capability levels controlled by secret keys. The method enables selective exposure of private capabilities while preserving public model behavior and resisting extraction.

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