A single linear transformation aligns concept representations between different LLMs, so steering vectors transfer across models and even from small to large models.
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Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts
A single linear transformation aligns concept representations between different LLMs, so steering vectors transfer across models and even from small to large models.