german-semantic-bmf-matryoshka
german-semantic-bmf-matryoshka is a embedding model from akot, released August 14, 2024. german-semantic-bmf-matryoshka is an open-weights embed model.
by akot
Best for
Ways to use german-semantic-bmf-matryoshka in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your akot API key. osFoundry discovers german-semantic-bmf-matryoshka 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
german-semantic-bmf-matryoshka 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.
german-semantic-bmf-matryoshka vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about german-semantic-bmf-matryoshka
Is german-semantic-bmf-matryoshka free to use?
german-semantic-bmf-matryoshka 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 german-semantic-bmf-matryoshka 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 german-semantic-bmf-matryoshka locally?
Yes. german-semantic-bmf-matryoshka is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is german-semantic-bmf-matryoshka best at?
german-semantic-bmf-matryoshka is well-suited to sentence similarity.
How do I use german-semantic-bmf-matryoshka in osFoundry?
Paste your akot API key in the key dialog (or deploy the open weights for self-hostable models), assign german-semantic-bmf-matryoshka to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by akot on August 14, 2024. Source: https://huggingface.co/akot/german-semantic-bmf-matryoshka