D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting

In three linesD-PACE is a new loss function for LLM inference acceleration via speculative decoding. It dynamically adapts per-position training weights based on tokens limiting acceptance, improving accepted length and wall-clock speedup with 2.3% training overhead and no architectural changes.

Summary generated by Claude — human-verified