High-Throughput LLM Serving
vLLM
Triton
CUDA Graphs
Ray
Optimized serving system for large language models.
Features
- Continuous batching implementation
- 4x throughput over baseline
- Dynamic Kubernetes scaling
- Page attention memory management
- QoS-aware request scheduling