KV Cache

Local AI

The Hidden Cost of Context Length: Why Your Local Model Runs Out of Memory Before It Reads a Single Token

Raising context windows does not fit the same memory it used to. The KV cache is allocated in full before your first token, its size is computable from the model's config file, and hybrid-attention models change the number quietly.