asn-ner-roberta
Released by theophilusowiti in 2026, asn-ner-roberta is an chat model. asn-ner-roberta is an open-weights chat model.
by theophilusowiti
Best for
Ways to use asn-ner-roberta in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your theophilusowiti API key. osFoundry discovers asn-ner-roberta 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
asn-ner-roberta 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.
asn-ner-roberta vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about asn-ner-roberta
Is asn-ner-roberta free to use?
asn-ner-roberta 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 asn-ner-roberta 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 asn-ner-roberta locally?
Yes. asn-ner-roberta is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is asn-ner-roberta best at?
asn-ner-roberta is well-suited to token classification.
How do I use asn-ner-roberta in osFoundry?
Paste your theophilusowiti API key in the key dialog (or deploy the open weights for self-hostable models), assign asn-ner-roberta to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by theophilusowiti on April 16, 2026. Source: https://huggingface.co/theophilusowiti/asn-ner-roberta