tiny-flux-deep
tiny-flux-deep is a image-generation model from AbstractPhil, released January 21, 2026. tiny-flux-deep is an open-weights image model.
by AbstractPhil
Best for
Ways to use tiny-flux-deep in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your AbstractPhil API key. osFoundry discovers tiny-flux-deep 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
tiny-flux-deep 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.
tiny-flux-deep vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about tiny-flux-deep
Is tiny-flux-deep free to use?
tiny-flux-deep 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 tiny-flux-deep 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 tiny-flux-deep locally?
Yes. tiny-flux-deep is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is tiny-flux-deep best at?
tiny-flux-deep is well-suited to text to image.
How do I use tiny-flux-deep in osFoundry?
Paste your AbstractPhil API key in the key dialog (or deploy the open weights for self-hostable models), assign tiny-flux-deep to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by AbstractPhil on January 21, 2026. Source: https://huggingface.co/AbstractPhil/tiny-flux-deep