Google-USM
Google-USM is a embedding model from Atotti, released July 2, 2025. Google-USM is an open-weights embed model.
by Atotti
Best for
Ways to use Google-USM in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Atotti API key. osFoundry discovers Google-USM automatically — assign it to a Maestro role (router, direct, orchestrator, or fallback) in the Pipeline tab and it is live in every chat. Your key, your provider account — no token markup.
Deploy a dedicated endpoint
Google-USM is open-weights — run it locally for free, or deploy a dedicated GPU endpoint in your workspace for reserved capacity with no rate limits.
Use it in a Room App
Room Apps declare AI features in their manifest, then call them with invokeAI:
import { invokeAI } from '@osfoundry/app-sdk'
// 'summarize' is an AI feature declared in your app manifest.
const result = await invokeAI('summarize', userText)
Call it from your own apps
Once a model is wired into your workspace you can host it as an API and reach it from your own services, scripts, or CI — outside osFoundry.
Google-USM vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about Google-USM
Is Google-USM free to use?
Google-USM is free to run locally on your own hardware. Hosted access through osFoundry is metered (input Free (local), output Free (local)). You can switch between local and hosted at any time.
Can I use Google-USM commercially?
Commercial use is allowed with conditions. Licence terms not specified — verify the upstream model card before commercial use. Check upstream documentation.
Can I run Google-USM locally?
Yes. Google-USM is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is Google-USM best at?
Google-USM is well-suited to feature extraction.
How do I use Google-USM in osFoundry?
Paste your Atotti API key in the key dialog (or deploy the open weights for self-hostable models), assign Google-USM to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Atotti on July 2, 2025. Source: https://huggingface.co/Atotti/Google-USM