Serving LLM Inference with NVIDIA Triton and Eleuther AI

This post details the use of NVIDIA Triton Inference Server with the FasterTransformer backend to serve LLM inference for Eleuther AI's GPT-J and GPT-NeoX-20B models. It highlights performance improvements, specifically up to a 40% reduction in latency compared to HuggingFace. The post also emphasizes CoreWeave Inference Service's fast instance spin-up times (10 seconds for GPT-J, 15 seconds for NeoX) and responsive auto-scaling capabilities for LLM inference workloads.