14:13
2026-10-08
dev.to
large-language-models
10M Batch LLM Inference at $0 Cloud Cost: O(1) Memory Clamped Architecture
A developer documented running a 10,000,000-record batch LLM inference workload entirely on a local HP Z4 G4 workstation at zero cloud cost, using jemalloc with background thread decay to prevent heap…