Deployment & Infrastructure
What are the best practices for optimizing performance?
For optimal performance, follow these recommendations:
- Choose an appropriate model size for your specific use case.
- Implement batching strategies to improve efficiency.
- Use quantization where applicable to reduce computational load.
- Monitor and adjust scaling parameters to meet demand.
- Optimize prompt lengths to reduce processing time.
- Implement caching to minimize repeated calculations.