Complete guide to GLM-4.7-Flash: 30B MoE model with 3B active parameters, 59.2% SWE-bench, runs on 24GB GPUs. Covers architecture, benchmarks, local deployment, API pricing, vLLM/MLX setup, best practices, and troubleshooting.