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What Is Quantization? How AI Models Get Smaller & Faster Oct 29, 2026 · 8:01 Quantization is the process of storing numerical information at a lower precision to save space or computation. It is a key technique for compressing LLMs, reducing a 70B parameter model's memory requirement from 140 GB (FP16) to 35 GB (INT4).

IBM Technology

What Is Quantization? How AI Models Get Smaller & Faster

Quantization is the process of storing numerical information at a lower precision to save space or computation. It is a key technique for compressing LLMs, reducing a 70B parameter model's memory requirement from 140 GB (FP16) to 35 GB (INT4).

Read article