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Inference and Deployment Strategies

  • Bharath Kumar Bolla,
  • Kalpa Subbaiah,
  • Sashi Kiran Kaata

摘要

In Chapter 10 , we optimized our model through quantization, reducing its memory footprint and computational requirements. However, a model artifact residing on disk does not generate value. To operationalize the model, we must bridge the gap between static weights and a dynamic, scalable service.