FRE_single_sorted_bert
Built by JungwonPark02, FRE_single_sorted_bert is an chat model. FRE_single_sorted_bert is an open-weights chat model.
by JungwonPark02
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use FRE_single_sorted_bert in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your JungwonPark02 API key. osFoundry discovers FRE_single_sorted_bert 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
FRE_single_sorted_bert 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.
FRE_single_sorted_bert vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about FRE_single_sorted_bert
Is FRE_single_sorted_bert free to use?
FRE_single_sorted_bert 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 FRE_single_sorted_bert 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 FRE_single_sorted_bert locally?
Yes. FRE_single_sorted_bert is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is FRE_single_sorted_bert best at?
FRE_single_sorted_bert is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use FRE_single_sorted_bert in osFoundry?
Paste your JungwonPark02 API key in the key dialog (or deploy the open weights for self-hostable models), assign FRE_single_sorted_bert to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by JungwonPark02 on August 11, 2025. Source: https://huggingface.co/JungwonPark02/FRE_single_sorted_bert