Can I Run Bonsai 27B on Intel Arc B580?

Written by Jakub Rusinowski · Last updated July 21, 2026

Yes — the Bonsai 27B family runs on the Intel Arc B580.

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Check price on Amazon — Intel Arc B580 12GB

Intel Arc B580 Specs

VRAM12 GB
Memory Bandwidth456 GB/s

Bonsai 27B Variants That Fit

Ternary Bonsai 27BTernary (1.58-bit, ~1.71 bpw) · 5.9 GB · ~77 tok/s (est.)
1-bit Bonsai 27B1-bit (binary, ~1.125 bpw) · 3.9 GB · ~117 tok/s (est.)

FAQ

Can I run Bonsai 27B on the Intel Arc B580?

Yes — the Bonsai 27B family runs on the Intel Arc B580.

Which Bonsai 27B variant fits best on the Intel Arc B580?

Ternary Bonsai 27B at Ternary (1.58-bit, ~1.71 bpw) quantization (5.9 GB), estimated ~77 tokens/sec.

Bonsai 27B on Other GPUs

Popular Models on the Intel Arc B580

VRAM Tier

Troubleshooting

Buying Guide

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