mist-28M-kw4ks27p-tox21
mist-models's mist-28M-kw4ks27p-tox21 is a embedding model. mist-28M-kw4ks27p-tox21 is an open-weights embed model.
by mist-models
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Ways to use mist-28M-kw4ks27p-tox21 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your mist-models API key. osFoundry discovers mist-28M-kw4ks27p-tox21 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
mist-28M-kw4ks27p-tox21 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.
mist-28M-kw4ks27p-tox21 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about mist-28M-kw4ks27p-tox21
Is mist-28M-kw4ks27p-tox21 free to use?
mist-28M-kw4ks27p-tox21 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 mist-28M-kw4ks27p-tox21 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 mist-28M-kw4ks27p-tox21 locally?
Yes. mist-28M-kw4ks27p-tox21 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is mist-28M-kw4ks27p-tox21 best at?
mist-28M-kw4ks27p-tox21 is well-suited to feature extraction.
How do I use mist-28M-kw4ks27p-tox21 in osFoundry?
Paste your mist-models API key in the key dialog (or deploy the open weights for self-hostable models), assign mist-28M-kw4ks27p-tox21 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by mist-models on November 14, 2025. Source: https://huggingface.co/mist-models/mist-28M-kw4ks27p-tox21