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---
name: quantization-awq
description: Quantizing models to INT4 using Activation-aware Weight Quantization.
category: model-serving
level: standard
---
# Quantization Awq
## Overview
Quantizing models to INT4 using Activation-aware Weight Quantization.
## When to Use
- Standard workflow tasks related to quantization awq.
## When NOT to Use
- Out-of-scope scenarios.
## Prompt Template
```markdown
Execute the quantization-awq process targeting the parameters below.
Parameters: {{parameters}}
```
## Evaluation Checklist
- [ ] Task matches structural schemas.
- [ ] Output is clean and formatted.
