models · nvidia

Qwen3.6-27B-NVFP4

text-generation model harvested from Hugging Face (trending). Catalogued at Quarantine — unverified, pending attestation.

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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.

Method	hf-published-sha256

Re-check this yourself → Source → Full record →

What is recorded

Publisher	nvidia
Origin	Not recorded. The harvest wrote its own source name into this field, which tells us nothing about jurisdiction.
Licence	apache-2.0
Parameters	18,589,348,592 (18.6B)
Native precision	U8
Pulls recorded here	2,677
Downloads reported upstream	325,559

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 RTX PRO 6000 Blackwell 96GB	NVFP4	152 tok/s	89.9 GB	not stated
NVIDIA RTX PRO 6000 Blackwell 96GB	NVFP4	129 tok/s	89.9 GB	not stated
NVIDIA RTX 6000 Ada 48GB	NVFP4	114 tok/s	44.8 GB	not stated
NVIDIA RTX 6000 Ada 48GB	NVFP4	114 tok/s	44.0 GB	not stated
NVIDIA RTX PRO 6000 Blackwell 96GB	NVFP4	113 tok/s	91.4 GB	not stated
NVIDIA RTX 6000 Ada 48GB	NVFP4	99.8 tok/s	44.2 GB	not stated
NVIDIA RTX PRO 6000 Blackwell 96GB	NVFP4	98.6 tok/s	89.9 GB	not stated
NVIDIA RTX 6000 Ada 48GB	NVFP4	82.2 tok/s	44.8 GB	not stated

Measured by local.ai, not by us: 27 runs, 19 more not listed. 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 2026-07-02. 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.