m-qb3qp
Released by bbzaza in 2026, m-qb3qp is an chat model. m-qb3qp is an open-weights chat model.
by bbzaza
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use m-qb3qp in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your bbzaza API key. osFoundry discovers m-qb3qp 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
m-qb3qp 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.
m-qb3qp vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about m-qb3qp
Is m-qb3qp free to use?
m-qb3qp 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 m-qb3qp 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 m-qb3qp locally?
Yes. m-qb3qp is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is m-qb3qp best at?
m-qb3qp is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use m-qb3qp in osFoundry?
Paste your bbzaza API key in the key dialog (or deploy the open weights for self-hostable models), assign m-qb3qp to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by bbzaza on April 9, 2026. Source: https://huggingface.co/bbzaza/m-qb3qp