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lightseekorg/tokenspeed

TokenSpeed is a speed-of-light LLM inference engine.

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TokenSpeed is a speed-of-light LLM inference engine designed for agentic workloads, with TensorRT-LLM-level performance and vLLM-level usability. The goal is to be the most performant inference engine for production agentic workloads. Scheduler: C++ control plane and Python execution plane. Request lifecycle, KV cache ownership, and overlap timing are encoded as a finite-state machine, with safe KV resource reuse enforced by the type system at compile time. Kernels: pluggable, layered kernel system with a portable public API and a centralized registry including one of the fastest MLA (Multi-he…

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