sembr2023-bert-small
admko's sembr2023-bert-small is a chat model. sembr2023-bert-small is an open-weights chat model.
by admko
Best for
Ways to use sembr2023-bert-small in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your admko API key. osFoundry discovers sembr2023-bert-small 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
sembr2023-bert-small 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.
sembr2023-bert-small vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about sembr2023-bert-small
Is sembr2023-bert-small free to use?
sembr2023-bert-small 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 sembr2023-bert-small 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 sembr2023-bert-small locally?
Yes. sembr2023-bert-small is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is sembr2023-bert-small best at?
sembr2023-bert-small is well-suited to token classification.
How do I use sembr2023-bert-small in osFoundry?
Paste your admko API key in the key dialog (or deploy the open weights for self-hostable models), assign sembr2023-bert-small to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by admko on November 27, 2023. Source: https://huggingface.co/admko/sembr2023-bert-small