vlm-layout-master
RMunshi's vlm-layout-master is a image-generation model. vlm-layout-master is an open-weights image model.
by RMunshi
Best for
Ways to use vlm-layout-master in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your RMunshi API key. osFoundry discovers vlm-layout-master 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
vlm-layout-master 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.
vlm-layout-master vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about vlm-layout-master
Is vlm-layout-master free to use?
vlm-layout-master 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 vlm-layout-master 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 vlm-layout-master locally?
Yes. vlm-layout-master is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is vlm-layout-master best at?
vlm-layout-master is well-suited to image text to text.
How do I use vlm-layout-master in osFoundry?
Paste your RMunshi API key in the key dialog (or deploy the open weights for self-hostable models), assign vlm-layout-master to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by RMunshi on March 16, 2026. Source: https://huggingface.co/RMunshi/vlm-layout-master