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LFM2.5-2.6B-mxfp4

mlx-community/LFM2.5-2.6B-mxfp4
MXFP4 Open on Hugging Face
Parameters
2.7B
Weights (est.)
≈ 1.5 GB
Mac memory (est.)
8 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/LFM2.5-2.6B-mxfp4 --prompt "Hello"

Details

Base model
LiquidAI/LFM2.5-2.6B (quantized)
Vendor
LiquidAI
Task
Text generation
Quantisation
MXFP4
Licence
lfm1.0
Downloads
101 in the last 30 days · 1.0K all time · 1 likes
Published
2026-08-04 · updated 2026-08-13 (3mo ago)
Languages
ar, zh, en, fr, de, hi, id, it, ja, ko, pl, pt, ru, es, th, vi
Tags
lfm2, liquid, lfm2.5, edge

Other MLX builds of LiquidAI/LFM2.5-2.6B

Build Quantisation Weights Mac memory Downloads
LFM2.5-2.6B-4bit 4-bit ≈ 1.5 GB 8 GB+ 1.8K
LFM2.5-2.6B-OptiQ-4bit 4-bit ≈ 1.5 GB 8 GB+ 330
LFM2.5-2.6B-mxfp4 (this one) MXFP4 ≈ 1.5 GB 8 GB+ 101
LFM2.5-2.6B-nvfp4 4-bit ≈ 1.5 GB 8 GB+ 92
LFM2.5-2.6B-5bit 5-bit ≈ 1.9 GB 8 GB+ 103
LFM2.5-2.6B-6bit 6-bit ≈ 2.2 GB 8 GB+ 124
LFM2.5-2.6B-8bit 8-bit ≈ 2.9 GB 8 GB+ 220
LFM2.5-2.6B-mxfp8 MXFP8 ≈ 2.9 GB 8 GB+ 92
LFM2.5-2.6B-bf16 bf16 ≈ 5.4 GB 16 GB+ 64