LLM Community model

Olmo-3.1-32B-Instruct

Olmo 3.1 32B Instruct, a fully open 32B dense decoder with hybrid sliding-window / full attention and 65k context, served with vLLM.

Community model. It is published as a tt-model bundle and is not in tt-inference-server's release spec. Tenstorrent has not reviewed the model or its bundle. Serve at your own risk.

tt-model bundles

Bundle	Hardware	Served with	Context	Pushed
jashansinghTT/olmo-3.1-32b-instruct-blackhole	p150, BH P300, BH QuietBox 2	vllm-plugin	-	2026-10-29

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

Kind	LLM (from the task tag on the bundle's card)
Family	Olmo (from the start of the name)
Tool-call parser	`olmo3_tt`
License (bundle cards)	apache-2.0
Listed by	tt-model bundle

Install and run

Download the weights and the bundle

tt model pull jashansinghTT/olmo-3.1-32b-instruct-blackhole

Not reviewed by Tenstorrent. Serve at your own risk.

Serve it on this machine

tt serve jashansinghTT/olmo-3.1-32b-instruct-blackhole

A tt-model bundle, so tt serve runs it through tt-model. If a bundle needs hardware you do not have, tt says so.

Connect a client with tt launch

Serve the model first, then run one of these. Only clients that work with this model are listed.