models · allenai

Olmo 3 32B Think

Olmo 3 32B Think — catalogued from third-party evaluation data; no weights held by Sovereign Frontier.

What this registry has checked

Quarantine. We hold the publisher’s own published hash for these weights and have recorded it against this entry. We have not downloaded and hashed the weights ourselves, so the hash is the publisher’s claim, not our measurement.

Method	hf-published-sha256

Re-check this yourself → Source → Full record →

What is recorded

Publisher	allenai
Origin	United States
Licence	Apache-2.0
Parameters	32,233,522,176 (32.2B)
Context window	65,536 tokens
Modality	text->text
Architecture	olmo3
Layers	64
Hidden size	5120
Attention	GQA (40 heads, 8 KV)
Native precision	BF16
Pulls recorded here	6
Downloads reported upstream	9,502

Reported scores

MMLU-Pro	75.9
GPQA Diamond	61
AIME 2025	73.7
LiveCodeBench	67.2
IFBench	49.1
Humanity's Last Exam	6.4

Reported by a third party and recorded here, not re-run by us. Source: artificialanalysis.ai/api/v2.

Measured on real hardware

None of these runs are ours. Each figure is the reporter’s, linked to their own evidence, under their own trust label. The number shown is single-stream decode — one user, concurrency 1 — because aggregate throughput across many users is a different quantity and reads as far faster than anyone will see.

Reported to local-ai-registry

Hardware	Engine	Build measured	Decode, 1 stream	Label	Reported by
GeForce RTX 3090	llama.cpp	Q4_K_M	23.1 tok/s @ 512	candidate	localmaxxing
GeForce RTX 3060 ×2 devices	llama.cpp	Q4_K_M	16.4 tok/s @ 512	candidate	localmaxxing

From local-ai-registry (MIT), commit 124959d: 2 runs across 2 machines, 0 validated — model revision and runtime pinned, launch accepted — and 2 candidate, their label for useful evidence without a reproducible-launch promise.

Elsewhere in the registry

All models → Browse with filters → What will run on my hardware? →

Registry record as of 2026-08-13. Identity, licence and parameter count are properties of a release and do not move; tier can, and the verify link above re-checks it against the live registry rather than this page.