bert4re
bert4re is a chat model from thearod5, released June 7, 2024. bert4re is an open-weights chat model.
by thearod5
Best for
Ways to use bert4re in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your thearod5 API key. osFoundry discovers bert4re 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
bert4re 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.
bert4re vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about bert4re
Is bert4re free to use?
bert4re 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 bert4re 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 bert4re locally?
Yes. bert4re is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is bert4re best at?
bert4re is well-suited to fill mask.
How do I use bert4re in osFoundry?
Paste your thearod5 API key in the key dialog (or deploy the open weights for self-hostable models), assign bert4re to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by thearod5 on June 7, 2024. Source: https://huggingface.co/thearod5/bert4re