Can I run this LLM?
Can a MacBook Air / Mac mini M1 (8GB) run Ternary Bonsai 2 27B?
Bonsai · Apache 2.0 · estimated for a 8.0 GB machine at 4K context.
No — too big for this machine.
Ternary Bonsai 2 27B needs more memory than the 8.0 GB on a MacBook Air / Mac mini M1 (8GB), even at its smallest quantization.
Requires the vendor's llama.cpp fork; stock runtime support is not assumed.
Only the shipped native packs are available. Pack preference does not establish measured output quality. The trained context limit is 256K tokens. These estimates use 4K context.
Arena Text Overall · style-controlled
UnratedNo exact matchNo reviewed exact Arena match
No reviewed exact model/configuration match in the Arena Text Overall style-controlled snapshot. No family or editorial score is substituted. Local quantization quality is unmeasured.
Snapshot published 2026-10-08 · snapshot imported 2026-10-11 UTC · validated last-good data · manual refresh
Arena leaderboard dataset · Arena / lmarena-ai, Arena Leaderboard Dataset (CC BY 4.0). Selected Text Overall style-controlled rows; field names adapted, ratings unchanged. · dataset CC BY 4.0 · revision e16f90232986
Too big for your machine — run it in the cloud
Needs 1× 48 GB GPU (A6000 / L40S) · about $0.50–1.50/hr
- RunPod — Per-second GPU pods — bring your own GGUF, spin up on demand.
- Vast.ai — Cheap GPU marketplace — rent by the hour, bring your own GGUF.
- Vultr — Cloud GPU VMs by the hour — full root access, run any stack.
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Ran Ternary Bonsai 2 27B on a MacBook Air / Mac mini M1 (8GB)? Add your real numbers →