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Head-to-head · LFM

LFM2.5 1.2B vs LFM3 Omni 2B

LFM2.5 1.2B needs ~1.8 GB at Q4_K_M; LFM3 Omni 2B needs ~3.1 GB. That ~1.3 GB gap decides which hardware runs each; they differ on 0 of the 13 devices below.

Spec LFM2.5 1.2B LFM3 Omni 2B
Parameters1.17B2.17B
Memory at Q4_K_M~1.8 GB~3.1 GB
Context window128k125k
LMArenanot rankednot ranked
LicenseLFM Open License v1.0LFM Open License v1.0

Which devices run each

A representative spread across the memory range. Tap a verdict for the full breakdown.

Size at each quantization

Quant LFM2.5 1.2B LFM3 Omni 2B
Q2_K 0.5 GB* 0.9 GB*
Q3_K_M 0.6 GB* 1.1 GB*
Q4_K_M 0.73 GB 1.91 GB
Q5_K_M 0.8 GB* 1.5 GB*
Q6_K 1 GB* 1.8 GB*
Q8_0 1.25 GB 2.6 GB
FP16 2.34 GB 4.11 GB

* derived from bits-per-weight; unstarred sizes are measured GGUF files.

Bottom line

The larger LFM3 Omni 2B needs ~3.1 GB; LFM2.5 1.2B runs on lighter hardware at ~1.8 GB with more headroom and faster responses. Check each against your exact device: what runs LFM2.5 1.2B · what runs LFM3 Omni 2B.

More LFM comparisons

FAQ

What is the difference in memory between LFM2.5 1.2B and LFM3 Omni 2B?

At Q4_K_M, LFM2.5 1.2B needs about 1.8 GB and LFM3 Omni 2B needs about 3.1 GB, a difference of ~1.3 GB.

Should I run LFM2.5 1.2B or LFM3 Omni 2B?

Run LFM3 Omni 2B if your hardware has the ~3.1 GB it needs and you want maximum quality; run LFM2.5 1.2B (~1.8 GB) for lighter hardware, faster responses, and more memory headroom.

Full breakdowns: LFM2.5 1.2B · LFM3 Omni 2B · all models × devices.

Sources

Memory figures are estimates at Q4_K_M. Catalog updated 2026-11-01. See methodology.