The Large Model Systems Organization develops large models and systems that are open, accessible, and scalable.
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Announcing the Recipient of the 2026 LMSYS PhD Fellowship
We are delighted to announce the first recipient of the LMSYS Fellowship Program: Will Lin. Following the launch of our Fellowship Program and careful review of applications, we selected Will for his...

No Token Left Behind: Demystifying Token-In-Token-Out in Miles
In agentic RL, a rollout is not a single generation. It is a chain of model calls, tool outputs, harness messages, and resumed generations. Token-In-Token-Out (TITO) is a design principle that address...

Higgs Audio v3 TTS on SGLang-Omni: Real-Time, Controllable Speech for Voice Agents
Today we are announcing end-to-end serving for Higgs Audio v3 TTS on SGLang-Omni. Higgs Audio v3 TTS is Boson AI's text-to-speech model for conversational voice agents: it generates natural and expres...
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