What is Quantization? — AI Encyclopedia | XLUXX

What is Quantization?

Reducing the numerical precision of model weights (e.g., from 32-bit to 4-bit) to decrease memory usage and increase speed. GGUF format enables running large models on consumer hardware with minimal quality loss.

Why It Matters

Quantization is a foundational concept in modern AI. Understanding it is essential for anyone working with artificial intelligence systems.

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