The real cost to run Josiefied Qwen3 VL 4B Instruct abliterated beta v1

Goekdeniz-Guelmez · 4.4B parameters. Josiefied Qwen3 VL 4B Instruct abliterated beta v1 — 4.4B params (Goekdeniz-Guelmez). Auto-indexed from the Hugging Face Hub (83,422 downloads). Parameter count is exact; context window, download size, and quantizations are estimates.

Spanvero shows the honest price three ways — free on your own hardware, your own rented GPU at the vendor's rate, or your own API key — with $0 markup. Loading the interactive advisor…