Model Anatomy See what's inside open-weight AI models

Can I run Qwen3.8-27B-Uncensored-Cyber-agentic-imatrix-GGUF on a Mac with 32 GB?

Yes

Its IQ4_XS file (16.5 GB) fits in the 21.3 GB a Mac with 32 GB can use, with room for ≈ 69K tokens of context.

Full analysis of Qwen3.8-27B-Uncensored-Cyber-agentic-imatrix-GGUF Everything that runs on Mac with 32 GB Get the IQ4_XS file on Hugging Face
ollama run hf.co/cyjin-yl/Qwen3.8-27B-Uncensored-Cyber-agentic-imatrix-GGUF:IQ4_XS

Files and context on Mac with 32 GB

Each file of Qwen3.8-27B-Uncensored-Cyber-agentic-imatrix-GGUF (and of GGUF versions the site has analyzed), and how much context fits next to it, with the context cache in 16-bit or 8-bit.

FileSizeOn Mac with 32 GB Context (16-bit)Context (8-bit)
IQ4_XS16.5 GBFits69K139K
Qwen3.8-27B-Uncensored-Cyber-IQ4_XS-imatrix-fromq816.1 GBFits76K152K

Qwen3.8-27B-Uncensored-Cyber-agentic-imatrix-GGUF on other hardware

Popular models that run on Mac with 32 GB

Assumes 67% of the Mac's memory is usable (macOS's default limit for the GPU; it can be raised) and at least 4K tokens of context for one conversation, with the context cache in 16-bit unless noted. Fits leaves at least 20% of that memory for context; Tight leaves less.