democracy-mmBert
Built by LBenoit, democracy-mmBert is an chat model. democracy-mmBert is an open-weights chat model.
by LBenoit
Best for
Ways to use democracy-mmBert in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your LBenoit API key. osFoundry discovers democracy-mmBert 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
democracy-mmBert 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.
democracy-mmBert vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about democracy-mmBert
Is democracy-mmBert free to use?
democracy-mmBert 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 democracy-mmBert 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 democracy-mmBert locally?
Yes. democracy-mmBert is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is democracy-mmBert best at?
democracy-mmBert is well-suited to text classification.
How do I use democracy-mmBert in osFoundry?
Paste your LBenoit API key in the key dialog (or deploy the open weights for self-hostable models), assign democracy-mmBert to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by LBenoit on April 17, 2026. Source: https://huggingface.co/LBenoit/democracy-mmBert