finetuned_mbert
Built by lochhonest, finetuned_mbert is an embedding model. finetuned_mbert is an open-weights embed model.
by lochhonest
Best for
Ways to use finetuned_mbert in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your lochhonest API key. osFoundry discovers finetuned_mbert 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
finetuned_mbert 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.
finetuned_mbert vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about finetuned_mbert
Is finetuned_mbert free to use?
finetuned_mbert 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 finetuned_mbert 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 finetuned_mbert locally?
Yes. finetuned_mbert is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is finetuned_mbert best at?
finetuned_mbert is well-suited to sentence similarity.
How do I use finetuned_mbert in osFoundry?
Paste your lochhonest API key in the key dialog (or deploy the open weights for self-hostable models), assign finetuned_mbert to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by lochhonest on February 25, 2025. Source: https://huggingface.co/lochhonest/finetuned_mbert