Accepted Prefixes Are Not All You Need: A Negative Result on PEFT-Based Block-Diffusion Drafting

The study presents a negative result regarding the effectiveness of using parameter-efficient fine-tuning adapters as block-diffusion drafters for speculative decoding.

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