Fine-Tuning Economics — When Custom Models Beat Prompt Engineering

Key Points

• The aim is to evaluate the effectiveness of custom models compared to prompt engineering in economics.
• Comparison of custom model performance and prompt engineering techniques.
• Analysis of economic model accuracy and efficiency.
• Evaluation of various algorithm optimization strategies.
• Custom models show a statistically significant improvement over prompt engineering.
• Increased accuracy and predictive power were observed with fine-tuned models.
• Specific scenarios highlighted major advantages of using custom models for economic predictions.