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Head-to-head · LFM

LFM2 700M vs LFM2.5 8B-A1B

LFM2 700M needs ~1.9 GB at Q4_K_M; LFM2.5 8B-A1B needs ~6.7 GB. That ~4.8 GB gap decides which hardware runs each; they differ on 3 of the 14 devices below.

Spec LFM2 700M LFM2.5 8B-A1B
Parameters0.742B8.3B MoE
Memory at Q4_K_M~1.9 GB~6.7 GB
Context window128k128k
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 700M LFM2.5 8B-A1B
Q2_K 0.3 GB* 3.5 GB*
Q3_K_M 0.4 GB* 4.1 GB*
Q4_K_M 0.92 GB 5.2 GB
Q5_K_M 0.5 GB* 5.9 GB*
Q6_K 0.6 GB* 6.8 GB*
Q8_0 0.74 GB 9 GB
FP16 1.49 GB 17 GB

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

Bottom line

The larger LFM2.5 8B-A1B needs ~6.7 GB; LFM2 700M runs on lighter hardware at ~1.9 GB with more headroom and faster responses. Check each against your exact device: what runs LFM2 700M · what runs LFM2.5 8B-A1B.

More LFM comparisons

FAQ

What is the difference in memory between LFM2 700M and LFM2.5 8B-A1B?

At Q4_K_M, LFM2 700M needs about 1.9 GB and LFM2.5 8B-A1B needs about 6.7 GB, a difference of ~4.8 GB.

Should I run LFM2 700M or LFM2.5 8B-A1B?

Run LFM2.5 8B-A1B if your hardware has the ~6.7 GB it needs and you want maximum quality; run LFM2 700M (~1.9 GB) for lighter hardware, faster responses, and more memory headroom.

Full breakdowns: LFM2 700M · LFM2.5 8B-A1B · all models × devices.

Sources

Memory figures are estimates at Q4_K_M, validated 2026-08-03. See methodology.