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How to prevent interface lag caused by multiple model responses?

2025-08-21 185
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Fluency Optimization Practice Solution

The following performance optimization strategies can be used when multiple large models are invoked at the same time:

  • batch load: Enable "Sequential Loading" mode in settings (experimental feature) to show model responses one by one.
  • Model Preferences: Avoid selecting multiple large models above 70B parameters at the same time and mix and match small and medium models
  • hardware acceleration: Enable GPU acceleration in Chrome (chrome://flags/#enable-gpu-rasterization)
  • network optimization: Configure HTTP/2 protocol at deployment time to reduce API request header overhead

Monitoring method: Observe the Waterfall chart on the Network tab in the browser developer tools to identify the slowest responding model API endpoints. It is recommended that enterprise users consider localized deployment of the Model Gateway.

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