ternary-weights

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#ternary-weights

prism-ml/bonsai-image-ternary-4B-gemlite-2bit

Hugging Face Models Trending · 2026-05-21 Cached

Prism ML releases Bonsai Image, a 1.21 GB text-to-image diffusion transformer using ternary weights (1.58-bit) for NVIDIA GPUs, offering 4.5s / 1024² on RTX 3080 and much smaller than FP16.

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#ternary-weights

Ternary Bonsai: Top Intelligence at 1.58 Bits

Hacker News Top · 2026-04-18

A highly efficient AI model architecture using ternary weights (-1, 0, 1) that achieves competitive performance while requiring only 1.58 bits per parameter, enabling deployment on extremely constrained devices.

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