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

Question

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?

Answer 1

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.

Related Post: GPT models in real-time applications