What does FFN compression change downstream? Same-state causal restoration in diffusion language models.

arXiv:2609.31685v1 Announce Type: cross Abstract: Diffusion language models (DLMs) enable flexible, parallel generation, but their iterative denoising remains computationally expensive, motivating increasingly aggressive compression. Existing compression objec