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How to optimize the response efficiency of AI models on mobile?

2025-08-20 234

Configuration strategies to improve AI performance on mobile

The following optimizations are recommended for Chatika usage on iOS devices:

  • Model Selection Strategy: Prefer mobile-optimized models such as GPT-3.5-turbo, which improves response speed by 40% compared to GPT-4 and maintains a sufficient level of intelligence.
  • Dynamic adjustment of parameters: Control the "maximum number of tags" in the settings to less than 500 to significantly reduce the waiting time; and then temporarily adjust it upward when you need to output a long text.
  • Offline Mode Application: For simple queries with high privacy requirements, a locally run lightweight model such as LLaMA.cpp can be configured.

Network optimization tips: Preload frequently used knowledge base in Wi-Fi environment and disable real-time search in cellular network. Regularly clearing chat history can reduce the burden of device operation, it is recommended to keep no more than 20 active conversations.

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