AI Inferencing: Chatbot Services
Boost GenAI performance, Improve xPU Efficiency, & Host More Instances
Limited Memory Capacity for GPU-accelerated Chatbot
Without CXL
Challenge:
- AI assistants rely heavily on GPUs for rapid token generation
- GPU utilization decreases when data is needed from disk
- System memory resources become more constrained as user base grows
- AI services have a limited context window due to limited memory
Expanded Memory Capacity for GPU-accelerated Chatbot
With CXL
Solution:
- Up to 40% more CPU usage, 40% faster insights, and 200% more instances
- Enlarge context window by up to 4TB of memory per socket
- Boost token generation with Leo CXL Smart Memory Controllers and LLM engine
- Reduce latency and CPU overhead with zero storage I/O