GRPO_prob_format_aden
matCercola18's GRPO_prob_format_aden is a image-generation model. GRPO_prob_format_aden is an open-weights image model.
by matCercola18
Best for
Ways to use GRPO_prob_format_aden in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your matCercola18 API key. osFoundry discovers GRPO_prob_format_aden 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
GRPO_prob_format_aden 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.
GRPO_prob_format_aden vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about GRPO_prob_format_aden
Is GRPO_prob_format_aden free to use?
GRPO_prob_format_aden 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 GRPO_prob_format_aden 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 GRPO_prob_format_aden locally?
Yes. GRPO_prob_format_aden is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is GRPO_prob_format_aden best at?
GRPO_prob_format_aden is well-suited to image text to text.
How do I use GRPO_prob_format_aden in osFoundry?
Paste your matCercola18 API key in the key dialog (or deploy the open weights for self-hostable models), assign GRPO_prob_format_aden to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by matCercola18 on April 17, 2026. Source: https://huggingface.co/matCercola18/GRPO_prob_format_aden