DMRetriever-596M
Built by DMIR01, DMRetriever-596M is an chat model. DMRetriever-596M is an open-weights chat model.
by DMIR01
Best for
Ways to use DMRetriever-596M in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your DMIR01 API key. osFoundry discovers DMRetriever-596M 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
DMRetriever-596M 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.
DMRetriever-596M vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about DMRetriever-596M
Is DMRetriever-596M free to use?
DMRetriever-596M 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 DMRetriever-596M 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 DMRetriever-596M locally?
Yes. DMRetriever-596M is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is DMRetriever-596M best at?
DMRetriever-596M is well-suited to text retrieval.
How do I use DMRetriever-596M in osFoundry?
Paste your DMIR01 API key in the key dialog (or deploy the open weights for self-hostable models), assign DMRetriever-596M to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by DMIR01 on October 23, 2025. Source: https://huggingface.co/DMIR01/DMRetriever-596M