video-optim
video-optim (Parveshiiii, 2026) is an image-generation model. video-optim is an open-weights image model.
by Parveshiiii
Best for
Ways to use video-optim in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Parveshiiii API key. osFoundry discovers video-optim 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
video-optim 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.
video-optim vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about video-optim
Is video-optim free to use?
video-optim 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 video-optim 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 video-optim locally?
Yes. video-optim is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is video-optim best at?
video-optim is well-suited to image text to text.
How do I use video-optim in osFoundry?
Paste your Parveshiiii API key in the key dialog (or deploy the open weights for self-hostable models), assign video-optim to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Parveshiiii on March 24, 2026. Source: https://huggingface.co/Parveshiiii/video-optim