Servers
Why LLM Latency Spikes When the KV Cache Fills Up
170
The shared LLM server has not crashed. GPU utilization remains high, requests are still finishing, and the monitoring dashboard shows no conventional out-of-memory failure.
Servers
Speculative Decoding Explained: How LLMs Generate More Than One Token per Expensive Step
073
A large language model can have a powerful GPU almost to itself and still produce a single conversation one token at a time. The accelerator finishes one