Proxy-tuning is a lightweight decoding-time algorithm that can be used to customize large pretrained language models without accessing their weights. It achieves similar results to direct tuning and can be applied for domain adaptation and task-specific finetuning.

https://arxiv.org/abs//2401.08565

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