The Large Model Systems Organization develops large models and systems that are open, accessible, and scalable.
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Miles v0.1: Production-level Post-training
We present Miles v0.1, a full-stack production-ready system for frontier post-training, the successor to our first Miles release [\[1\]](ref-1). Building upon slime's clean design, Miles optimizes eve...
Advanced CUDA Graph Techniques in SGLang
CUDA Graphs promise to remove kernel-launch overhead, but getting close to that benefit in a real inference engine requires graphing as much of the workload as possible without sacrificing compatibili...
SGLang and Miles Add Day-0 Support for Qwen3.8
We are excited to announce Day-0 support for Qwen3.8-2.4T-A95B in SGLang and Miles. It is Qwen's largest open-source model, with 2.4T total parameters and 95B active per token, and its hybrid attentio...
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