Models
LLM Officialgemma family

gemma-4-12B-it

Listed in tt-inference-server on 2 hardware types; best status Complete. 1 tt-model bundle also published.

In tt-inference-server

HardwareEngine and implementationStatusContextUsersBuildSupport page
BH Galaxy
BLACKHOLE_GALAXY
vLLM
tt-transformers
Complete 256K 128
tt-metal 978f93b
vLLM a723030
Image ghcr.io/tenstorrent/tt-inference-server/vllm-tt-metal-src-release-ubuntu-22.04-amd64:0.25.0-978f93b-a723030
Open
BH QuietBox 2
P300X2
vLLM
tt-transformers
Complete 256K 32
tt-metal 978f93b
vLLM a723030
Image ghcr.io/tenstorrent/tt-inference-server/vllm-tt-metal-src-release-ubuntu-22.04-amd64:0.25.0-978f93b-a723030
Open

Status, context and users are copied from tt-inference-server's release spec (commit 2db98e38c, release 0.25.0). Context is the longest prompt plus reply the entry allows. Users is its highest concurrency. Each row carries its own code link, tt-metal and vLLM commits and image, because they differ between hardware. Nothing on this page is measured.

tt-model bundles

BundleHardwareServed withContextPushed
stisiTT/gemma-4-12b-it-p150 p100, p150 vllm-plugin - 2026-10-21

From tt-model search --catalog and each bundle's manifest (tt-model info). A bundle lists every hardware profile its manifest defines. Each bundle is published by its owner, and Tenstorrent has not reviewed it. Serve at your own risk.

Details

KindLLM (from tt-inference-server model type)
Parameters12B
Familygemma (from the start of the name)
Implementationtt-transformers
Disk needed44 GB
RAM needed30 GB
Tool-call parsergemma4
Reasoning parsergemma4
Listed bytt-inference-server