models · qwen

Qwen3-235B-A22B

Qwen3 flagship MoE. 235B total / 22B active parameters. Hybrid thinking/non-thinking mode, 128K context. Tops open-weight coding and math benchmarks.

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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.

Weight file SHA-256	ac326f3a3d0e9a8c12e98ed0f1d0f790de51c3024922532724e857d55754e9cb
Method	hf-published-sha256

Re-check this yourself → Source → Full record →

What is recorded

Publisher	qwen
Origin	Recorded as a covered nation under 10 U.S.C. § 4872(f) — the PRC, Russia, Iran or North Korea. The registry did not record which.
Licence	Apache-2.0
Parameters	235,093,634,560 (235.1B)
Context window	128K
Modality	text->text
Architecture	qwen3_moe
Layers	94
Hidden size	4096
Attention	GQA (64 heads, 4 KV)
Native precision	BF16
Pulls recorded here	1,200,042
Downloads reported upstream	346,403

Reported scores

MMLU-Pro	76.2
GPQA Diamond	61.3
AIME 2025	23.7
MATH-500	90.2
LiveCodeBench	34.3
IFBench	36.6
Humanity's Last Exam	4.2

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
Apple M3 Ultra 96GB 80-core GPU	llama.cpp	GGUF UD-Q3_K_XL	24.3 tok/s @ 8,256	candidate	exo-postgres

From local-ai-registry (MIT), commit 124959d: 1 run across 1 machine, 0 validated — model revision and runtime pinned, launch accepted — and 1 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 2026-06-11. 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.