legal-french-matroshka
legal-french-matroshka is a embedding model from KarBik, released October 9, 2024. legal-french-matroshka is an open-weights embed model.
by KarBik
Best for
Ways to use legal-french-matroshka in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your KarBik API key. osFoundry discovers legal-french-matroshka 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
legal-french-matroshka 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.
legal-french-matroshka vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about legal-french-matroshka
Is legal-french-matroshka free to use?
legal-french-matroshka 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 legal-french-matroshka 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 legal-french-matroshka locally?
Yes. legal-french-matroshka is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is legal-french-matroshka best at?
legal-french-matroshka is well-suited to sentence similarity.
How do I use legal-french-matroshka in osFoundry?
Paste your KarBik API key in the key dialog (or deploy the open weights for self-hostable models), assign legal-french-matroshka to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by KarBik on October 9, 2024. Source: https://huggingface.co/KarBik/legal-french-matroshka