jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune
Built by noname002, jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune is an embedding model. jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune is an open-weights embed model.
by noname002
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Ways to use jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your noname002 API key. osFoundry discovers jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune 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-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune 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-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune
Is jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune free to use?
jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune 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-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune 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-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune locally?
Yes. jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune best at?
jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune is well-suited to sentence similarity.
How do I use jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune in osFoundry?
Paste your noname002 API key in the key dialog (or deploy the open weights for self-hostable models), assign jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune 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 May 5, 2026. Source: https://huggingface.co/noname002/jina-text-matching-embeddings-v5-text-nano-retrieval-bkai-3fre-prune