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20242026
most citedBigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks

1 citations · 3 across the 10 of their papers we have counts for

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cs.LG2026

Fixed State, Long Reach: What a Constant-Size Cache Buys Block Diffusion at Scale

Vaibhav Singh, Pierre-André Noël, Torsten Scholak +2

Diffusion language models decode tokens in parallel, but their bidirectional denoiser rules out the naive key--value (KV) cache behind fast autoregressive inference. Block diffusio…

cs.LG2026

Super Apriel: One Checkpoint, Many Speeds

SLAM Labs, :, Oleksiy Ostapenko +13

We release Super Apriel, a 15B-parameter supernet in which every decoder layer provides four trained mixer choices -- Full Attention (FA), Sliding Window Attention (SWA), Kimi Delt…