The Generative Gap Between Speculative Drafter and Continuous Diffusion Language Model

LangFlow outperformed both DSpark variants on generation perplexity and distributional similarity at lengths 128 and 1024. DSpark-RNN led at length 16. All models were trained from scratch for unconditional, single-block OpenWebText generation at lengths 16, 128, and 1024.