Local LLM Automation VRAM Limits and Optimization
First-person account of hitting VRAM limits with local LLM automation. Confirms 16GB tight for multi-model workflows. Actionable tips on KV cache quantization, MoE models, context capping. Challenges assumption that 16GB is plenty. VRAM will be key bottleneck as local workflows grow.
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Updated Aug 18, 2026