norsbert4-large
norsbert4-large is a embedding model from Fremtind, released September 23, 2025. norsbert4-large is an open-weights embed model.
by Fremtind
Best for
Ways to use norsbert4-large in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Fremtind API key. osFoundry discovers norsbert4-large 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
norsbert4-large 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.
norsbert4-large vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about norsbert4-large
Is norsbert4-large free to use?
norsbert4-large 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 norsbert4-large 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 norsbert4-large locally?
Yes. norsbert4-large is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is norsbert4-large best at?
norsbert4-large is well-suited to sentence similarity.
How do I use norsbert4-large in osFoundry?
Paste your Fremtind API key in the key dialog (or deploy the open weights for self-hostable models), assign norsbert4-large to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Fremtind on September 23, 2025. Source: https://huggingface.co/Fremtind/norsbert4-large