…On this subset, no model exceeds 50%, identifying refusal as a new optimization target that current models do not directly address. To prevent contamination, the dataset will be publicly released in late…
…Extensive experiments on chest X-ray interpretation demonstrate that our 7B model achieves superior robustness, outperforming even proprietary source models in average accuracy. Furthermore, we release CXR-MAX, a large-scale benchmark…
…🧩 20 encoders · 16 tasks · 87 datasets across 3 suites 🔍 Built to make heterogeneous tabular models directly comparable, and reusable as embedding models Tabular encoders come in every shape: different input formats…
…What a clean release, congrats @ tomaarsen ! · Thanks Maxime! You know, I bet the training script would apply pretty cleanly on LFM models as well 👀 Although maybe the model prefers a generative architecture…
…Jiaqi Wei , , , , , , Qingyun Wang , Abstract Side-by-Side Interleaved Reasoning enables controlled disclosure timing in autoregressive models, improving accuracy and efficiency through interleaved private reasoning and delayed content release. AI-generated summary…
…Our findings suggest that for non-English LLMs, semantic concentration through quality filtering offers a more viable path to efficient language modeling than simply maximizing unique data volume. We release our German…
Papers arxiv:2605.08044 Fast Byte Latent Transformer Published on May 8 Submitted by taesiri on May 11 Authors: , , , , , , , Abstract Byte-level language models overcome slow autoregressive generation through diffusion-based parallel…
Papers arxiv:2605.26396 Advancing Creative Physical Intelligence in Large Multimodal Models Published on May 25 Submitted by Cheng Qian on May 28 University of Illinois at Urbana-Champaign Authors: , , , , , , , , , , , , Abstract Large…
…where hybrid models might combine the best of both worlds! Here's the paper for anyone interested: · nice thoughts Have the synthetic datasets created by Qwen3-32B been released or posted anywhere…
…Tracing and Attributing Errors in Large Language Model Memory Systems Published on May 27 Submitted by Ningyu Zhang on May 28 alibaba-inc Authors: , , , , , , , , , , , , , , , , , Ningyu Zhang Abstract Memory systems in large language…