Reducing Latency in Generative AI Systems
Reducing Latency in Generative AI Systems
Users expect fast responses. High latency reduces engagement and trust.
1) Causes of Latency
- Large model size
- Long prompts
- Network delays
- Heavy computation
2) Latency Optimization Techniques
- Streaming responses
- Response caching
- Batch inference
- Optimized hardware selection
3) Infrastructure Tuning
Use GPU acceleration and optimized runtime engines.
4) Summary
Reducing latency enhances user experience and system reliability.
