models · google

Gemma 3 12B IT

Gemma 3 12B instruction-tuned with multimodal input support.

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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-256094f35c2a78344d1ff4e6d16016a1b37ebb377173d68bcfa0ce2b103544d7b46
Methodhf-published-sha256

What is recorded

Publishergoogle
OriginUnited States
LicenceGemma-TOS
Publisher’s own licence statementgemma
Parameters12,187,325,040 (12.2B)
Context window131,072 tokens
Modalitytext+image->text
Native precisionBF16
Pulls recorded here48,019
Downloads reported upstream681,214

Reported scores

GPQA Diamond56.2

Reported by a third party and recorded here, not re-run by us.

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

HardwareEngineBuild measuredDecode, 1 streamLabelReported by
GeForce RTX 3080ollamaQ4_K_M76.0 tok/s @ 2,048candidatelocalmaxxing
GeForce RTX 3060ollamaQ4_K_M40.0 tok/s @ 2,048candidatelocalmaxxing
Measured outside 2K–32K context — decode speed depends heavily on context, so these are not comparable with the rows above
GeForce RTX 3090llama.cppQ4_K_M66.0 tok/s @ 512candidatelocalmaxxing
GeForce RTX 3060 ×2 devicesllama.cppQ4_K_M39.4 tok/s @ 512candidatelocalmaxxing

From local-ai-registry (MIT), commit 124959d: 4 runs across 3 machines, 0 validated — model revision and runtime pinned, launch accepted — and 4 candidate, their label for useful evidence without a reproducible-launch promise.

Elsewhere in the registry

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.