Asking an Encyclopedia-Sized Question: How To Make the World Smarter with Multi-Million Token Real-Time Inference

Helix Parallelism enables up to a 32x increase in the number of concurrent users at a given latency. This is compared to the best known prior parallelism methods for real-time decoding.