For optimal performance, follow these recommendations:

  1. Choose an appropriate model size for your specific use case.
  2. Implement batching strategies to improve efficiency.
  3. Use quantization where applicable to reduce computational load.
  4. Monitor and adjust scaling parameters to meet demand.
  5. Optimize prompt lengths to reduce processing time.
  6. Implement caching to minimize repeated calculations.