Knowledge Graph — Coursera Notes › Academic disciplines › Information Technology / Computer Science › Artificial Intelligence › Machine Learning & Data › Model Optimization

Quantization

concept · part of Model Optimization

Reducing numeric precision from 32-bit float to 16-bit or 8-bit integer for faster inference with minimal accuracy loss.

In QLoRA, quantization is applied to the pretrained model before adding low-rank adaptations.

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