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Head-to-head · Olmo

Olmo 3 7B Instruct vs Olmo 3.1 32B Instruct

Olmo 3 7B Instruct needs ~5.6 GB at Q4_K_M; Olmo 3.1 32B Instruct needs ~20.3 GB. That ~14.7 GB gap decides which hardware runs each; they differ on 6 of the 11 devices below.

Spec Olmo 3 7B Instruct Olmo 3.1 32B Instruct
Parameters7B32B
Memory at Q4_K_M~5.6 GB~20.3 GB
Context window64k64k
LMArenanot rankednot ranked
LicenseApache-2.0Apache-2.0

Which devices run each

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

Size at each quantization

Quant Olmo 3 7B Instruct Olmo 3.1 32B Instruct
Q2_K 2.9 GB* 13.4 GB*
Q3_K_M 3.4 GB* 15.6 GB*
Q4_K_M 4.16 GB 18.14 GB
Q5_K_M 5 GB* 22.8 GB*
Q6_K 5.7 GB* 26.2 GB*
Q8_0 7.23 GB 31.9 GB
FP16 14.6 GB 64 GB*

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

Bottom line

The larger Olmo 3.1 32B Instruct needs ~20.3 GB; Olmo 3 7B Instruct runs on lighter hardware at ~5.6 GB with more headroom and faster responses. Check each against your exact device: what runs Olmo 3 7B Instruct · what runs Olmo 3.1 32B Instruct.

FAQ

What is the difference in memory between Olmo 3 7B Instruct and Olmo 3.1 32B Instruct?

At Q4_K_M, Olmo 3 7B Instruct needs about 5.6 GB and Olmo 3.1 32B Instruct needs about 20.3 GB, a difference of ~14.7 GB.

Should I run Olmo 3 7B Instruct or Olmo 3.1 32B Instruct?

Run Olmo 3.1 32B Instruct if your hardware has the ~20.3 GB it needs and you want maximum quality; run Olmo 3 7B Instruct (~5.6 GB) for lighter hardware, faster responses, and more memory headroom.

Full breakdowns: Olmo 3 7B Instruct · Olmo 3.1 32B Instruct · all models × devices.

Sources

Memory figures are estimates at Q4_K_M, validated 2026-09-07. See methodology.