The Large Model Systems Organization develops large models and systems that are open, accessible, and scalable.
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SpecForge v0.3.0: a Unified Disaggregated and Colocated Speculative Decoding Stack, and New Open SpecBundle Draft Models
When we first released SpecForge, a training job owned both the frozen target model and the draft model being optimized. This made EAGLE3 draft-model training practical and directly compatible with SG...
RadixArk Joins Forces with Google to Bring Full SGLang Features to TPUs
RadixArk and Google Cloud are partnering to bring SGLang to TPUs, giving developers ultimate flexibility for running workloads on their choice of hardware.
Towards Blackwell-Native 8-bit and 4-bit RL: End-to-End MXFP8 and NVFP4 RL in Miles
TL;DR: We implemented two Blackwell-native RL recipes in Miles: end-to-end MXFP8 and per-token NVFP4 for MoE experts. Both are supported by fine-grained precision control across checkpoint conversion,...
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