Model Warm Up Preloading

via “model-warm-up-preloading”

Infinity is a high-throughput, low-latency REST API for serving text-embeddings, reranking models and clip.

Unique: Supports explicit model warm-up on server startup with parallel loading of multiple models, eliminating cold-start latency for first requests. Verifies models load correctly before accepting traffic.

vs others: Eliminates cold-start latency unlike lazy loading; more efficient than dummy requests because it uses actual model loading code; supports parallel warm-up unlike sequential approaches.