Hacker News · AI· sha_rad·· 3 hours agoSelectedAI score64
Together AI Unveils Together Compiler for Inference Optimization
Together AI Compiler for Inference
AI guide
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.
Why it matters
By leveraging persistent engines and multi-agent collaboration to dramatically compress testing times, the system delivers a practical engineering framework for end-to-end inference optimization across dynamic traffic patterns and diverse model architectures.
Source:Hacker News · AI · together.ai