Jun 02, 2026 11 min read Taming the Battlemage: 63 Tokens/Sec Sustained on Qwen 3.6 with Intel SYCL A guide to maximizing local LLM performance on Intel Arc GPUs using the SYCL backend, context checkpoints, and bare-metal Docker optimizations.