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cs.LG2026
BlockBatch: Multi-Scale Consensus Decoding for Efficient Diffusion Language Model Inference
Xiaoyou Wu, Cheng-Jhih Shih, Binfei Ji +2
Diffusion language models (dLLMs) generate text by iteratively denoising multiple token positions in parallel, offering an attractive alternative to strictly autoregressive decodin…
cs.LG2026
Nora: Normalized Orthogonal Row Alignment for Scalable Matrix Optimizer
Jinghui Yuan, Jiaxuan Zou, Shuo Wang +2
Matrix-based optimizers have demonstrated immense potential in training Large Language Models (LLMs), however, designing an ideal optimizer remains a formidable challenge. A superi…