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

Can I run Qwen3.8-27B-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-GGUF on a Mac with 24 GB?

Yes, just

Its Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MTP-IQ4_XS file (15.3 GB) fits in the 16.0 GB a Mac with 24 GB can use, with room for ≈ 8K tokens of context.

Full analysis of Qwen3.8-27B-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-GGUF Everything that runs on Mac with 24 GB Get the Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MTP-IQ4_XS file on Hugging Face
ollama run hf.co/DavidAU/Qwen3.8-27B-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-GGUF

Files and context on Mac with 24 GB

Each file of Qwen3.8-27B-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-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 24 GB Context (16-bit)Context (8-bit)
Q8_030.2 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MTP-Q8_029.0 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-Q8_028.6 GBDoesn't fit——
Q6_K24.0 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MAX-Q6_K23.6 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MTP-Q6_K22.4 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-Q6_K22.1 GBDoesn't fit——
Q5_K_M21.2 GBDoesn't fit——
Q5_K_S20.6 GBDoesn't fit——
Q4_K_M18.5 GBDoesn't fit——
Q4_K_S17.5 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MAX-MTP-IQ4_XS17.0 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MTP-Q4_K_M16.8 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-Q4_K_M16.5 GBDoesn't fit——
Qwen3.8-27B-Turbo-Brilliance-50X-RI-NEO-MTP-IQ4_XS15.3 GBTight8K16K
IQ4_XS15.1 GBTight11K23K
IQ3_M14.5 GBTight20K39K
IQ2_M12.1 GBFits55K111K
IQ3_S12.1 GBFits56K111K
Qwen3.8-27B-Turbo-Brilliance-50X-RI-GSQ-RCO-IQ3_S11.8 GBFits61K121K
IQ3_XXS10.4 GBFits81K161K
Qwen3.8-27B-Turbo-Brilliance-50X-RI-GSQ-RCO-IQ3_XXS10.1 GBFits86K171K
IQ2_S9.61 GBFits93K186K
Qwen3.8-27B-Turbo-Brilliance-50X-RI-GSQ-RCO-IQ2_S9.26 GBFits98K196K
IQ2_XS8.77 GBFits105K211K
Qwen3.8-27B-Turbo-Brilliance-50X-RI-GSQ-RCO-IQ2_XS8.42 GBFits111K221K

Qwen3.8-27B-Turbo-Brilliance-50X-Reasoning-Instruct-NEO-MAX-MTP-GGUF on other hardware

Popular models that run on Mac with 24 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.