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Laguna-XS.2-5bit

mlx-community/Laguna-XS.2-5bit
5-bit Open on Hugging Face
Parameters
33B
Weights (est.)
≈ 23.0 GB
Mac memory (est.)
32 GB+

Size is estimated from the parameter count and quantisation. Memory allows a fifth extra for context plus 2 GB for the system; long contexts need more.

Run it

With mlx-lm on an Apple silicon Mac:

pip install mlx-lmmlx_lm.generate --model mlx-community/Laguna-XS.2-5bit --prompt "Hello"

Details

Base model
poolside/Laguna-XS.2 (quantized)
Vendor
poolside
Task
Text generation
Quantisation
5-bit
Licence
apache-2.0
Downloads
28 in the last 30 days · 874 all time · 0 likes
Published
2026-04-28 · updated 2026-04-28 (6mo ago)
Tags
laguna, laguna-xs.2, custom_code

Other MLX builds of poolside/Laguna-XS.2

Build Quantisation Weights Mac memory Downloads
Laguna-XS.2-2bit-M-DQ 2-bit ≈ 10.5 GB 16 GB+ 21
Laguna-XS.2-4bit 4-bit ≈ 18.8 GB 24 GB+ 197
Laguna-XS.2-nvfp4 4-bit ≈ 18.8 GB 24 GB+ 42
Laguna-XS.2-mxfp4 MXFP4 ≈ 18.8 GB 24 GB+ 31
Laguna-XS.2-5bit (this one) 5-bit ≈ 23.0 GB 32 GB+ 28
Laguna-XS.2-6bit 6-bit ≈ 27.2 GB 48 GB+ 40
Laguna-XS.2-mxfp8 MXFP8 ≈ 35.5 GB 48 GB+ 49
Laguna-XS.2-8bit 8-bit ≈ 35.5 GB 48 GB+ 47
Laguna-XS.2-bf16 bf16 ≈ 66.9 GB 96 GB+ 26