vcad2_small_experimental
Built by emarro, vcad2_small_experimental is an chat model. vcad2_small_experimental is an open-weights chat model.
by emarro
Best for
Ways to use vcad2_small_experimental in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your emarro API key. osFoundry discovers vcad2_small_experimental 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
vcad2_small_experimental 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.
vcad2_small_experimental vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about vcad2_small_experimental
Is vcad2_small_experimental free to use?
vcad2_small_experimental 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 vcad2_small_experimental 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 vcad2_small_experimental locally?
Yes. vcad2_small_experimental is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is vcad2_small_experimental best at?
vcad2_small_experimental is well-suited to fill mask.
How do I use vcad2_small_experimental in osFoundry?
Paste your emarro API key in the key dialog (or deploy the open weights for self-hostable models), assign vcad2_small_experimental to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by emarro on March 25, 2026. Source: https://huggingface.co/emarro/vcad2_small_experimental