IonRouter: High-Throughput Distributed GPU Inference Platform Powered by IonAttention Technology
By
vshah1016
Hand-rolled, kettle-boiled, baked to perfection. Worth every minute at the bakery.
Summary
IonRouter is a high-throughput, low-cost inference platform powered by IonAttention technology. The platform offers distributed GPU inference with zero-latency API authentication and billing. It features custom inference stack that multiplexes models on a single GPU, enables millisecond model swapping, and adapts to traffic in real-time. Built specifically for NVIDIA Grace Hopper architecture, it demonstrates significant performance improvements over traditional inference providers, with benchmarks showing 7,167 tokens/second on a single GH200 with Qwen2.5-7B model compared to ~3,000 tokens/second from top inference providers.
Key quotes
· 5 pulledHigh throughput, low cost inference. Powered by IonAttention.
Our custom inference stack multiplexes models on a single GPU, swaps in ms, and adapts to traffic in real time.
Built from the ground up for Grace Hopper.
Throughput (tok/s) Single GH200, Qwen2.5-7B IonAttention 7,167 Top inference provider ~3,000
Zero-latency API auth and billing for distributed GPU inference.
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