permanence-trained
permanence-trained is a chat model from chane335, released April 25, 2026. permanence-trained is an open-weights chat model.
by chane335
Best for
Ways to use permanence-trained in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your chane335 API key. osFoundry discovers permanence-trained 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
permanence-trained 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.
permanence-trained vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about permanence-trained
Is permanence-trained free to use?
permanence-trained 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 permanence-trained 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 permanence-trained locally?
Yes. permanence-trained is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is permanence-trained best at?
permanence-trained is well-suited to text generation.
How do I use permanence-trained in osFoundry?
Paste your chane335 API key in the key dialog (or deploy the open weights for self-hostable models), assign permanence-trained to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by chane335 on April 25, 2026. Source: https://huggingface.co/chane335/permanence-trained