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TLMs can unlock sensitive capabilities in open-weight models without risking public exposure, enabling a new paradigm for LLM deployment.
Forget expensive downstream evaluations: token-level statistics from expert-written solutions can reliably forecast LLM performance with 10,000x less compute.
