best-mv1
best26's best-mv1 is a chat model. best-mv1 is an open-weights chat model.
by best26
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use best-mv1 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your best26 API key. osFoundry discovers best-mv1 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
best-mv1 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.
best-mv1 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about best-mv1
Is best-mv1 free to use?
best-mv1 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 best-mv1 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 best-mv1 locally?
Yes. best-mv1 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is best-mv1 best at?
best-mv1 is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use best-mv1 in osFoundry?
Paste your best26 API key in the key dialog (or deploy the open weights for self-hostable models), assign best-mv1 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by best26 on April 20, 2026. Source: https://huggingface.co/best26/best-mv1