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Together AI发布面向动态负载的推理编译器TKCC

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2026年11月5日，Together AI发布面向动态负载的推理编译器Together Compiler（TKCC）。该编译器利用高吞吐智能体构建持续优化回路，采用启动一次即可热重载的持久化引擎机制，将实验吞吐量提升了252倍。同时，系统结合了两级引擎架构与成本模型，用以搜索并确定最优并行策略，以实现动态负载下的高效优化。

AI-generated from reports · Updated 4 hours ago

Latest developmentsNov 5 23:07
Together AI推出推理编译器TKCC，采用持久化引擎机制将实验吞吐量提升252倍。

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Nov 5
  1. Hacker News · AISelected
    Together AI Unveils Together Compiler for Inference Optimization

    Together AI has introduced Together Compiler (TKCC), an inference compiler designed for dynamic workloads that leverages high-throughput agents to create a continuous optimization loop. The system features a start-once, hot-reloadable persistent engine mechanism that accelerates experimental throughput by 252x, combining a two-tier engine architecture with a cost model to identify optimal parallelization strategies.

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