ECO-AIM-AI-001¶
Name: Oversized model selection
Category: AI/ML
Family: AI
Primary layer: ai
System layers: ai
Description¶
Using larger models than needed increases inference cost and emissions.
Impact¶
- confidence: 0.6
- notes: Workload-dependent.
- type: carbon
Detection¶
- languages:
python,infra - method: config
Remediation¶
- guidance: Benchmark smaller models and quantify tradeoffs before scaling.
- tradeoffs: May reduce marginal quality.
Pattern examples¶
No pattern examples provided.
Remediation examples¶
No remediation examples provided.
Detailed example walkthrough¶
Metadata¶
- catalog_version: 0.4.0