prism-ml / bonsai-image-binary-4B-unpacked

huggingface.co
Total runs: 36
24-hour runs: -1
7-day runs: -7
30-day runs: -15
Model's Last Updated: June 02 2026
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Introduction of bonsai-image-binary-4B-unpacked

Model Details of bonsai-image-binary-4B-unpacked

Bonsai Image · Binary 4B — Unpacked FP16 Safetensors

FP16 safetensors (HuggingFace diffusers format) of the 1-bit Bonsai Image 4B model. This repo exists for users who want to run Bonsai Image with stock diffusers or other frameworks that don't yet support our low-bit packs natively. The 1-bit kernels are currently in our forks of MLX and the gemlite low-bit GEMM stack — once they're broadly available, this unpacked version will no longer be needed.

We strongly recommend using the optimized low-bit packs instead. The 1-bit format is where the Bonsai Image gains come from — an 8.3× transformer footprint reduction, sub-iPhone deployment, and ~5× faster inference vs the stock FP16 pipeline on Apple Silicon. This unpacked FP16 version is full-size and provides none of those advantages.

For the optimized 1-bit release packs (recommended):

For the higher-quality variant:

See the Bonsai Image Demo repo for one-command setup of either variant on Mac, Linux, or Windows.

Runs of prism-ml bonsai-image-binary-4B-unpacked on huggingface.co

36
Total runs
-1
24-hour runs
-3
3-day runs
-7
7-day runs
-15
30-day runs

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