Introducing ZSE: 3.9s Cold Starts for LLM Inference
We're excited to announce ZSE, a new inference engine that loads 7B models in under 4 seconds with the .zse format.
Updates, tutorials, and insights from the ZSE team
We're excited to announce ZSE, a new inference engine that loads 7B models in under 4 seconds with the .zse format.
Step-by-step tutorial to install ZSE, convert a model, and start generating text in under 5 minutes.
How to run Llama 70B and other large models on consumer GPUs using ZSE's memory optimization features.
Understanding the tradeoffs between different quantization types and when to use each one.
Create a retrieval-augmented generation chatbot that answers questions about your documents.
Best practices for deploying ZSE in production environments with Docker, Kubernetes, and monitoring.
Implement real-time streaming for chat applications with minimal time-to-first-token.
How to accurately measure cold start time, throughput, and latency for your specific hardware.