Author

Yu-Xin Yuan

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Preprint Sep 2026

Co-Fabric: Breaking Host-Domain Boundaries for Unified xPU Interconnection

Large-model parameters have grown beyond the capacity of a single xPU, dispersing across multiple xPUs spanning distinct host domains, where xPU-to-xPU communication dominates overall system efficiency. Existing scale-up interconnect remains inadequate: network-based solutions built on Ethernet--such as RoCE (RDMA over...

Zhe-Zhe Peng, Jia-Ming Huang, Chao-Fan Chen et al. · 0 citations

#machine learning Preprint Sep 2026

Miles v0.1: Production-Level Post-Training

Miles v0.1 is presented, a full-stack, production-ready system for frontier post-training reinforcement-learning training, which supports LoRA RL, on-policy distillation, supervised fine-tuning, and true-on-policy rollout-training alignment, and extends the same architecture to diffusion models.

R. Chen, Ma Cheng, Shi Dong et al. · 1 citation