modernbert-embed-base_finetune_512
Released by freelawproject in 2025, modernbert-embed-base_finetune_512 is an embedding model. modernbert-embed-base_finetune_512 is an open-weights embed model.
by freelawproject
Best for
Ways to use modernbert-embed-base_finetune_512 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your freelawproject API key. osFoundry discovers modernbert-embed-base_finetune_512 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
modernbert-embed-base_finetune_512 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.
modernbert-embed-base_finetune_512 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about modernbert-embed-base_finetune_512
Is modernbert-embed-base_finetune_512 free to use?
modernbert-embed-base_finetune_512 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 modernbert-embed-base_finetune_512 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 modernbert-embed-base_finetune_512 locally?
Yes. modernbert-embed-base_finetune_512 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is modernbert-embed-base_finetune_512 best at?
modernbert-embed-base_finetune_512 is well-suited to sentence similarity.
How do I use modernbert-embed-base_finetune_512 in osFoundry?
Paste your freelawproject API key in the key dialog (or deploy the open weights for self-hostable models), assign modernbert-embed-base_finetune_512 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by freelawproject on March 4, 2025. Source: https://huggingface.co/freelawproject/modernbert-embed-base_finetune_512