How do you reduce inference latency for real-time applications using large language models like GPT-3 4

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With the help of code in python can you show me how to reduce latency for real time applications using large language models like GPT-3/4?
Nov 8, 2024 in Generative AI by Ashutosh
• 14,020 points
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1 answer to this question.

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You can reduce latency for real time applications using language models like GPT-3/4 by referring to the following: 

To reduce latency in the above we are using the following:

  • Batching
  • Quantization
  • Hardware Optimization
Hence by using these techniques you can reduce latency in the real-time applications.
answered Nov 8, 2024 by nikhil yadav

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