Scale Your GenAI Platform with LightInferra — Faster Inference, Massive Context Windows, Shorten Time-to-Insight and Innovation

LightInferra™ is a major advancement in LLM infrastructure, delivering end-to-end optimizations across the LLM framework and KV cache. It effectively breaks the memory wall enabling practically infinite KV cache capacity through smart tiering, sophisticated pre-fetching algorithms and optimized scheduling. All of this is achieved while maintaining enterprise-grade security, including encrypted data transfer, strict and low variance SLA for QoS and Latency and agent-aware isolation and optimization of memory and context.

LightInferra Delivers Value Across the Board

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3X Better Throughput and Latency Over Nearest Competitor

Massive gains in both TTFT and end-to-end tokens/sec. Per-agent enhancements, isolation and optimization.

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Slash TCO by Over 50%

HBM performance at NVMe cost. Lower Capex. Increased GPU utilization.

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Massive Context Windows

Increased gain as context window grows to massive scale. Scale context windows from 32K to 1M tokens and more. Enabling almost infinite memory per agent.

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Advanced Security

Maintain strict tenant isolation with end-to-end data encryption as your environment scales.

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Hardware & Platform Agnostic

A flexible architecture designed to adapt to rapid market shifts in hardware availability. Works with vLLM, TensorRT, SGlang. GPU and SSD agnostic.

KV Cache Storage System Architecture

Lightbits LightInferra kv cache storage illustration

Product Demonstration of Long-context Prefetch for Inferencing

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Resources to Get You Started

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Whitepaper

LightInferra Optimized AI Inference Tech Paper
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Video

Lightbits LightInferra Fully Optimized KV Cache Engine
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Solution Brief

LightInferra Optimized Inference
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Blog

LightInferra: 280x Improved AI Token Economy
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