fine_tuned_bilingual_model_v2
fine_tuned_bilingual_model_v2 is a embedding model from embedingHF, released April 16, 2026. fine_tuned_bilingual_model_v2 is an open-weights embed model.
by embedingHF
Best for
Ways to use fine_tuned_bilingual_model_v2 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your embedingHF API key. osFoundry discovers fine_tuned_bilingual_model_v2 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
fine_tuned_bilingual_model_v2 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.
fine_tuned_bilingual_model_v2 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about fine_tuned_bilingual_model_v2
Is fine_tuned_bilingual_model_v2 free to use?
fine_tuned_bilingual_model_v2 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 fine_tuned_bilingual_model_v2 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 fine_tuned_bilingual_model_v2 locally?
Yes. fine_tuned_bilingual_model_v2 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is fine_tuned_bilingual_model_v2 best at?
fine_tuned_bilingual_model_v2 is well-suited to sentence similarity.
How do I use fine_tuned_bilingual_model_v2 in osFoundry?
Paste your embedingHF API key in the key dialog (or deploy the open weights for self-hostable models), assign fine_tuned_bilingual_model_v2 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by embedingHF on April 16, 2026. Source: https://huggingface.co/embedingHF/fine_tuned_bilingual_model_v2