pcad2-200M-cnet-baseline
Released by emarro in 2026, pcad2-200M-cnet-baseline is an embedding model. pcad2-200M-cnet-baseline is an open-weights embed model.
by emarro
Best for
Ways to use pcad2-200M-cnet-baseline in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your emarro API key. osFoundry discovers pcad2-200M-cnet-baseline 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
pcad2-200M-cnet-baseline 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.
pcad2-200M-cnet-baseline vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about pcad2-200M-cnet-baseline
Is pcad2-200M-cnet-baseline free to use?
pcad2-200M-cnet-baseline 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 pcad2-200M-cnet-baseline 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 pcad2-200M-cnet-baseline locally?
Yes. pcad2-200M-cnet-baseline is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is pcad2-200M-cnet-baseline best at?
pcad2-200M-cnet-baseline is well-suited to feature extraction.
How do I use pcad2-200M-cnet-baseline in osFoundry?
Paste your emarro API key in the key dialog (or deploy the open weights for self-hostable models), assign pcad2-200M-cnet-baseline 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 February 16, 2026. Source: https://huggingface.co/emarro/pcad2-200M-cnet-baseline