PP-DocLayoutV3
PP-DocLayoutV3 is a image-generation model from PaddlePaddle, released January 20, 2026. PP-DocLayoutV3 is an open-weights image model.
by PaddlePaddle
Best for
Ways to use PP-DocLayoutV3 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your PaddlePaddle API key. osFoundry discovers PP-DocLayoutV3 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
PP-DocLayoutV3 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.
PP-DocLayoutV3 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about PP-DocLayoutV3
Is PP-DocLayoutV3 free to use?
PP-DocLayoutV3 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 PP-DocLayoutV3 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 PP-DocLayoutV3 locally?
Yes. PP-DocLayoutV3 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is PP-DocLayoutV3 best at?
PP-DocLayoutV3 is well-suited to image segmentation.
How do I use PP-DocLayoutV3 in osFoundry?
Paste your PaddlePaddle API key in the key dialog (or deploy the open weights for self-hostable models), assign PP-DocLayoutV3 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by PaddlePaddle on January 20, 2026. Source: https://huggingface.co/PaddlePaddle/PP-DocLayoutV3