jina-embeddings-v5-text-nano-retrieval-hieule-20fre
Built by noname002, jina-embeddings-v5-text-nano-retrieval-hieule-20fre is an embedding model. jina-embeddings-v5-text-nano-retrieval-hieule-20fre is an open-weights embed model.
by noname002
Best for
Ways to use jina-embeddings-v5-text-nano-retrieval-hieule-20fre in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your noname002 API key. osFoundry discovers jina-embeddings-v5-text-nano-retrieval-hieule-20fre 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
jina-embeddings-v5-text-nano-retrieval-hieule-20fre 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.
jina-embeddings-v5-text-nano-retrieval-hieule-20fre vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about jina-embeddings-v5-text-nano-retrieval-hieule-20fre
Is jina-embeddings-v5-text-nano-retrieval-hieule-20fre free to use?
jina-embeddings-v5-text-nano-retrieval-hieule-20fre 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 jina-embeddings-v5-text-nano-retrieval-hieule-20fre 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 jina-embeddings-v5-text-nano-retrieval-hieule-20fre locally?
Yes. jina-embeddings-v5-text-nano-retrieval-hieule-20fre is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is jina-embeddings-v5-text-nano-retrieval-hieule-20fre best at?
jina-embeddings-v5-text-nano-retrieval-hieule-20fre is well-suited to sentence similarity.
How do I use jina-embeddings-v5-text-nano-retrieval-hieule-20fre in osFoundry?
Paste your noname002 API key in the key dialog (or deploy the open weights for self-hostable models), assign jina-embeddings-v5-text-nano-retrieval-hieule-20fre to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by noname002 on April 24, 2026. Source: https://huggingface.co/noname002/jina-embeddings-v5-text-nano-retrieval-hieule-20fre