models · qwen

Qwen2.5-Coder-32B-Instruct

Code-specialized 32B model with open-source SOTA HumanEval / code-completion quality.

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	d3bbdd1e787d7e36d63498f035d549e7515af8d6dce0385264a4c98509e0d76a
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	32,763,876,352 (32.8B)
Context window	128K
Modality	text->text
Architecture	qwen2
Layers	64
Hidden size	5120
Attention	GQA (40 heads, 8 KV)
Native precision	BF16
Pulls recorded here	480,013
Downloads reported upstream	1,484,515

Reported scores

MMLU-Pro	63.5
GPQA Diamond	41.7
MATH-500	76.7
LiveCodeBench	29.5
Humanity's Last Exam	3.5

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.

Measured by local.ai

Hardware	Build measured	Decode @ 8K	Memory @ 8K	Decode mode
NVIDIA DGX Spark 128GB	—	3.5 tok/s	67.8 GB	not stated

Measured by local.ai, not by us: 1 run. Each names its engine pinned by image digest and the exact serve command, in the full record.

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.