RadixAttention Explained: How SGLang Beats PagedAttention at Scale
RadixAttention (RadixAttention) is a context management breakthrough. Learn how SGLang's radix tree KV cache optimization outperforms vLLM's PagedAttention for multi-agent workflows.
Tag: LLM
· StrategySqueezing the Inference Lever: The Economics of LLM Throughput
Inference price isn't a fixed cost-it's an engineering variable. We break down the three distinct levers of efficiency: Model Compression, Runtime Optimization, and Deployment Strategy.
LLMs are Terrible Backends (Unless You Force JSON)
Non-determinism is a bug, not a feature. We explore how to whip the model into compliance using Enforcers, Pydantic, and Constrained Generation.