multilingual-e5-large-instruct
multilingual-e5-large-instruct is a embedding model from anuccikpmg, released February 4, 2025. multilingual-e5-large-instruct is an open-weights embed model.
by anuccikpmg
Best for
Ways to use multilingual-e5-large-instruct in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your anuccikpmg API key. osFoundry discovers multilingual-e5-large-instruct 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
multilingual-e5-large-instruct 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.
multilingual-e5-large-instruct vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about multilingual-e5-large-instruct
Is multilingual-e5-large-instruct free to use?
multilingual-e5-large-instruct 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 multilingual-e5-large-instruct 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 multilingual-e5-large-instruct locally?
Yes. multilingual-e5-large-instruct is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is multilingual-e5-large-instruct best at?
multilingual-e5-large-instruct is well-suited to feature extraction.
How do I use multilingual-e5-large-instruct in osFoundry?
Paste your anuccikpmg API key in the key dialog (or deploy the open weights for self-hostable models), assign multilingual-e5-large-instruct to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by anuccikpmg on February 4, 2025. Source: https://huggingface.co/anuccikpmg/multilingual-e5-large-instruct