JuraNER
JuraNER (harshildarji, 2025) is an chat model. JuraNER is an open-weights chat model.
by harshildarji
Best for
Ways to use JuraNER in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your harshildarji API key. osFoundry discovers JuraNER 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
JuraNER 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.
JuraNER vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about JuraNER
Is JuraNER free to use?
JuraNER 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 JuraNER 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 JuraNER locally?
Yes. JuraNER is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is JuraNER best at?
JuraNER is well-suited to token classification.
How do I use JuraNER in osFoundry?
Paste your harshildarji API key in the key dialog (or deploy the open weights for self-hostable models), assign JuraNER to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by harshildarji on March 15, 2025. Source: https://huggingface.co/harshildarji/JuraNER