AI
25 February 2026 · 9 MIN READ
LLM Distillation vs Quantization: Making Models Smaller, Smarter, Cheaper
Two strategies to shrink LLMs — one compresses weights, the other transfers knowledge. A practical guide to distillation and quantization: when to use each, how to implement them with Hugging Face, and why the real answer is both.
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