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Welcome to Tensormesh, an advanced AI inference platform meticulously engineered to dramatically reduce the cost and latency associated with Large Language Model (LLM) workloads. At its core, Tensormesh employs cutting-edge techniques to automatically cache, reuse, and route computational tasks for maximum efficiency. By intelligently managing the KV Cache, Tensormesh minimizes redundant processing, leading to significant performance gains and cost savings. With Tensormesh, you can unlock the following key benefits:
  • Drastically Reduce GPU Costs: Achieve a 5–10x reduction in GPU operational costs by maximizing the reuse of cached computations.
  • Accelerate Inference Speed: Deliver significantly faster response times, including sub-millisecond latency for repeated queries and a lower time-to-first-token for new requests.
  • Deploy with Ease: Go from setup to a live model in minutes on pre-selected public GPU infrastructure.