legal-chatbot-grpo
legal-chatbot-grpo is a chat model from Mangara01, released May 9, 2026. legal-chatbot-grpo is an open-weights chat model.
by Mangara01
Best for
Ways to use legal-chatbot-grpo in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Mangara01 API key. osFoundry discovers legal-chatbot-grpo 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
legal-chatbot-grpo 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.
legal-chatbot-grpo vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about legal-chatbot-grpo
Is legal-chatbot-grpo free to use?
legal-chatbot-grpo 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 legal-chatbot-grpo 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 legal-chatbot-grpo locally?
Yes. legal-chatbot-grpo is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is legal-chatbot-grpo best at?
legal-chatbot-grpo is well-suited to text generation.
How do I use legal-chatbot-grpo in osFoundry?
Paste your Mangara01 API key in the key dialog (or deploy the open weights for self-hostable models), assign legal-chatbot-grpo to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Mangara01 on May 9, 2026. Source: https://huggingface.co/Mangara01/legal-chatbot-grpo