Skip to content

Laguna-XS-2.1-6bit

mlx-community/Laguna-XS-2.1-6bit
6-bit Open on Hugging Face
Parameters
33B
Weights (est.)
≈ 27.2 GB
Mac memory (est.)
48 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-2.1-6bit --prompt "Hello"

Details

Base model
poolside/Laguna-XS-2.1 (quantized)
Vendor
poolside
Task
Text generation
Quantisation
6-bit
Licence
openmdw-1.1
Downloads
117 in the last 30 days · 1.0K all time · 1 likes
Published
2026-07-03 · updated 2026-07-03 (4mo ago)
Tags
laguna, quantized, custom_code, eval-results

Other MLX builds of poolside/Laguna-XS-2.1

Build Quantisation Weights Mac memory Downloads
Laguna-XS-2.1-3bit 3-bit ≈ 14.6 GB 24 GB+ 109
Laguna-XS-2.1-4bit 4-bit ≈ 18.8 GB 24 GB+ 2.1K
Laguna-XS-2.1-OptiQ-4bit 4-bit ≈ 18.8 GB 24 GB+ 371
Laguna-XS-2.1-5bit 5-bit ≈ 23.0 GB 32 GB+ 78
Laguna-XS-2.1-6bit (this one) 6-bit ≈ 27.2 GB 48 GB+ 117
Laguna-XS-2.1-8bit 8-bit ≈ 35.5 GB 48 GB+ 189
Laguna-XS-2.1-bf16 bf16 ≈ 66.9 GB 96 GB+ 79