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Mac Compute Rentals › Will it fit?

Will Qwen3.5-397B-A17B fit on a 512GB Mac Studio (M3 Ultra)?

Yes. Qwen3.5-397B-A17B-8bit (393 GiB) fits in one 512GB M3 Ultra Mac Studio.

Qwen/Qwen3.5-397B-A17B: 403B parameters. License: apache-2.0.

MLX weightsSizeOn 512GB (~469 GiB GPU limit)
mlx-community/Qwen3.5-397B-A17B-4bit208.5 GiBFits, ~260 GiB left for context
mlx-community/Qwen3.5-397B-A17B-6bit300.8 GiBFits, ~168 GiB left for context
mlx-community/Qwen3.5-397B-A17B-8bit393.0 GiBFits, ~76 GiB left for context

Sizes: sum of .safetensors files from the Hugging Face API (Oct 2026). "GPU limit" is iogpu.wired_limit_mb=480000, already set on our Studios. Newer architectures may need a recent mlx-lm or llama.cpp; check before you book around one model.

Run it

uv venv ~/mlx && uv pip install --python ~/mlx/bin/python -U mlx-lm
~/mlx/bin/mlx_lm.chat --model mlx-community/Qwen3.5-397B-A17B-8bit

Try it on a whole 512GB M3 Ultra Mac Studio

3 days $299 · 7 days $489 · 14 days $779. Bare metal, one renter per machine, mlx-lm and llama.cpp ready.

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