What is Real-Time Inference?
AI generation fast enough to produce output in real-time (at or above playback speed). Enables interactive applications and live content creation.
How it works
Real-time inference means the AI model generates output as fast as or faster than it can be played. For video at 24fps, this means generating each frame in under 42 milliseconds. Currently, only LTX Video approaches real-time video generation on modern GPUs. Real-time inference enables interactive creative tools where you see results immediately, live performance applications, and extremely high-volume production. As hardware improves and models become more efficient, real-time inference will become increasingly common.
Tools that use real-time inference
Related terms
Frequently asked questions
What does real-time inference mean in AI video?▾
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