title_value
title_value is a chat model from loyoladatamining, released March 22, 2025. title_value is an open-weights chat model.
by loyoladatamining
Best for
Ways to use title_value in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your loyoladatamining API key. osFoundry discovers title_value 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
title_value 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.
title_value vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about title_value
Is title_value free to use?
title_value 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 title_value 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 title_value locally?
Yes. title_value is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is title_value best at?
title_value is well-suited to text classification.
How do I use title_value in osFoundry?
Paste your loyoladatamining API key in the key dialog (or deploy the open weights for self-hostable models), assign title_value to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by loyoladatamining on March 22, 2025. Source: https://huggingface.co/loyoladatamining/title_value