GPT-OSS-Cybersecurity-20B-Merged-heretic IQ4_XS

This file is exactly 12,245,781,056 bytes — 11.40 GiB / 12.25 GB at an effective 4.684 bits per weight. The nominal rate for IQ4_XS is lower; mixed-precision tensors make the real figure higher, always.

From the file· 1 file(s), summed

Get it

11.40 GiB · 1 file
llama.cpp
llama-cli -hf mradermacher/GPT-OSS-Cybersecurity-20B-Merged-heretic-GGUF:IQ4_XS

Downloads and runs in one step, resolving the quantization by name.

Hugging Face CLI
hf download mradermacher/GPT-OSS-Cybersecurity-20B-Merged-heretic-GGUF GPT-OSS-Cybersecurity-20B-Merged-heretic.IQ4_XS.gguf
Direct download

Straight from the Hugging Face CDN — we host nothing and earn nothing from this. Verify what you received against the exact byte count above; a size mismatch is the usual cause of a file that will not load.

Size
11.40 GiB
12.25 GB
Effective bpw
4.684
from real bytes ÷ params
Tensors
Header
GGUF metadata
GPT-OSS-Cybersecurity-20B-Merged-heretic IQ4_XS — exact size and VRAM — ossmodeldb