Tag: complete form

The Three-Stage Pipeline and the Return of VRAM

When the tagger found the model refusing to return VRAM — the grace and punishment of keep_alive: -1; Ollama has no "start model" operation at all; loading is entirely request-driven implicit behavior. 1013 index items in the books, complete form achieved, daily zero maintenance.