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gptq

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<!-- AUTO-GENERATED by export-skills.py — DO NOT EDIT -->
---
name: gptq
description: GPTQ post-training quantization for generative models. Use when quantizing large models to 4-bit with calibration-based weight compression.
tags: [gptq, optimization, quantization]
---

# GPTQ (Generative Pre-trained Transformer Quantization)

Post-training quantization method that compresses LLMs to 4-bit with minimal accuracy loss using group-wise quantization.

## When to use GPTQ

**Use GPTQ when:**
- Need to fit large models (70B+) on limited GPU memory
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