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How do you reduce latency in LLM applications?

Strategies for optimizing LLM application performance

LLMProduction MLReal Interview
Updated Dec 23, 2025

Question

Reducing LLM Latency

Difficulty: Medium
Estimated Time: 10-15 minutes
Tags: Performance, Latency, LLM, Optimization
Type: Technical Strategy

Question

How do you reduce latency in your LLM applications?

What They're Looking For

  • Understanding of latency sources
  • Multiple optimization strategies
  • Trade-off awareness (latency vs quality)
  • Production experience

Your Solution

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