Tracks/Track 16 — Executive Playbooks & Guides/16-1
Track 16 — Executive Playbooks & Guides

16-1: How to Deploy Small Language Models (SLMs)

The complete playbook for running local, quantized inference to bypass API monopolization.

3 Lessons~45 min

🎯 What You'll Learn

  • Mastering 4-bit and 8-bit QLoRA strategies
  • Deploying Llama.cpp and Ollama inside enterprise perimeters
  • Cost reduction mapping from GPT-4o to Llama 3 8B

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3 lessons with hands-on exercises, metric cards, and assessment checklists.

3
Lessons
9+
Exercises
100%
ROI