deberta3base-pii
deberta3base-pii is a chat model from zhan, released November 15, 2025. deberta3base-pii is an open-weights chat model.
by zhan
Best for
Ways to use deberta3base-pii in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your zhan API key. osFoundry discovers deberta3base-pii 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
deberta3base-pii 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.
deberta3base-pii vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| deberta3base-pii | zhan | — | — | Free (local) | Yes |
| MoCha-GGUF | vantagewithai | — | — | Free (local) | Yes |
| lionguard-2-lite | govtech | — | — | Free (local) | Yes |
| model | yamasa2006 | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about deberta3base-pii
Is deberta3base-pii free to use?
deberta3base-pii 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 deberta3base-pii 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 deberta3base-pii locally?
Yes. deberta3base-pii is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is deberta3base-pii best at?
deberta3base-pii is well-suited to token classification.
How do I use deberta3base-pii in osFoundry?
Paste your zhan API key in the key dialog (or deploy the open weights for self-hostable models), assign deberta3base-pii to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by zhan on November 15, 2025. Source: https://huggingface.co/zhan/deberta3base-pii