intent_classifier
intent_classifier (mindpadi, 2025) is an chat model. intent_classifier is an open-weights chat model.
by mindpadi
Best for
Ways to use intent_classifier in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your mindpadi API key. osFoundry discovers intent_classifier 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
intent_classifier 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.
intent_classifier vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about intent_classifier
Is intent_classifier free to use?
intent_classifier 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 intent_classifier 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 intent_classifier locally?
Yes. intent_classifier is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is intent_classifier best at?
intent_classifier is well-suited to text classification.
How do I use intent_classifier in osFoundry?
Paste your mindpadi API key in the key dialog (or deploy the open weights for self-hostable models), assign intent_classifier to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by mindpadi on May 7, 2025. Source: https://huggingface.co/mindpadi/intent_classifier