TROCR-Chess
TROCR-Chess is a image-generation model from uchihamadara1816, released December 9, 2025. TROCR-Chess is an open-weights image model.
by uchihamadara1816
Best for
Ways to use TROCR-Chess in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your uchihamadara1816 API key. osFoundry discovers TROCR-Chess 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
TROCR-Chess 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.
TROCR-Chess vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about TROCR-Chess
Is TROCR-Chess free to use?
TROCR-Chess 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 TROCR-Chess 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 TROCR-Chess locally?
Yes. TROCR-Chess is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is TROCR-Chess best at?
TROCR-Chess is well-suited to image to text.
How do I use TROCR-Chess in osFoundry?
Paste your uchihamadara1816 API key in the key dialog (or deploy the open weights for self-hostable models), assign TROCR-Chess to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by uchihamadara1816 on December 9, 2025. Source: https://huggingface.co/uchihamadara1816/TROCR-Chess