Arbitrage: Efficient Reasoning via Advantage-Aware Speculation Paper • 2512.05033 • Published Dec 4, 2025 • 15
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs Paper • 2510.04767 • Published Oct 6, 2025 • 27
AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders Paper • 2510.19779 • Published Oct 22, 2025 • 60
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention Paper • 2509.24006 • Published Sep 28, 2025 • 118
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training Paper • 2505.11594 • Published May 16, 2025 • 75