Inference
How Long Prompts Disrupt Shared LLM Inference
083
Three people are using the same local AI server. Two answers are already streaming at a comfortable pace. Then a third user pastes a long document and presses Send.
Inference
Your LLM Benchmark May Be Measuring the Wrong Thing
1116
A local LLM produces 100 tokens per second. On paper, that sounds fast. Then a real user sends a long prompt and waits several seconds before anything