universal_ner_ita
Released by DeepMount00 in 2024, universal_ner_ita is an chat model. universal_ner_ita is an open-weights chat model.
by DeepMount00
Best for
Ways to use universal_ner_ita in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your DeepMount00 API key. osFoundry discovers universal_ner_ita 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
universal_ner_ita 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.
universal_ner_ita vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about universal_ner_ita
Is universal_ner_ita free to use?
universal_ner_ita 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 universal_ner_ita 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 universal_ner_ita locally?
Yes. universal_ner_ita is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is universal_ner_ita best at?
universal_ner_ita is well-suited to token classification.
How do I use universal_ner_ita in osFoundry?
Paste your DeepMount00 API key in the key dialog (or deploy the open weights for self-hostable models), assign universal_ner_ita to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by DeepMount00 on March 10, 2024. Source: https://huggingface.co/DeepMount00/universal_ner_ita