marbert-finetuned-hate-speech-detection-darija
marbert-finetuned-hate-speech-detection-darija is a chat model from amgharhind, released January 16, 2025. marbert-finetuned-hate-speech-detection-darija is an open-weights chat model.
by amgharhind
Best for
Ways to use marbert-finetuned-hate-speech-detection-darija in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your amgharhind API key. osFoundry discovers marbert-finetuned-hate-speech-detection-darija 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
marbert-finetuned-hate-speech-detection-darija 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.
marbert-finetuned-hate-speech-detection-darija vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about marbert-finetuned-hate-speech-detection-darija
Is marbert-finetuned-hate-speech-detection-darija free to use?
marbert-finetuned-hate-speech-detection-darija 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 marbert-finetuned-hate-speech-detection-darija 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 marbert-finetuned-hate-speech-detection-darija locally?
Yes. marbert-finetuned-hate-speech-detection-darija is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is marbert-finetuned-hate-speech-detection-darija best at?
marbert-finetuned-hate-speech-detection-darija is well-suited to text classification.
How do I use marbert-finetuned-hate-speech-detection-darija in osFoundry?
Paste your amgharhind API key in the key dialog (or deploy the open weights for self-hostable models), assign marbert-finetuned-hate-speech-detection-darija to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by amgharhind on January 16, 2025. Source: https://huggingface.co/amgharhind/marbert-finetuned-hate-speech-detection-darija