ECO-AIM-AI-007¶
Name: No model quantization
Category: AI/ML
Family: AI
Primary layer: ai
System layers: ai
Description¶
Failure to quantize when appropriate wastes inference compute.
Impact¶
- confidence: 0.55
- notes: Model-dependent.
- type: cost
Detection¶
- languages:
infra - method: config
Remediation¶
- guidance: Evaluate quantization for inference workloads.
- tradeoffs: Potential quality/compatibility changes.
Pattern examples¶
No pattern examples provided.
Remediation examples¶
No remediation examples provided.
Metadata¶
- catalog_version: 0.4.0