modernbert-base-32k-haldetect
llm-semantic-router's modernbert-base-32k-haldetect is a chat model. modernbert-base-32k-haldetect is an open-weights chat model.
by llm-semantic-router
Best for
Ways to use modernbert-base-32k-haldetect in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your llm-semantic-router API key. osFoundry discovers modernbert-base-32k-haldetect 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
modernbert-base-32k-haldetect 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.
modernbert-base-32k-haldetect vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about modernbert-base-32k-haldetect
Is modernbert-base-32k-haldetect free to use?
modernbert-base-32k-haldetect 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 modernbert-base-32k-haldetect 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 modernbert-base-32k-haldetect locally?
Yes. modernbert-base-32k-haldetect is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is modernbert-base-32k-haldetect best at?
modernbert-base-32k-haldetect is well-suited to token classification.
How do I use modernbert-base-32k-haldetect in osFoundry?
Paste your llm-semantic-router API key in the key dialog (or deploy the open weights for self-hostable models), assign modernbert-base-32k-haldetect to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by llm-semantic-router on January 8, 2026. Source: https://huggingface.co/llm-semantic-router/modernbert-base-32k-haldetect