gliner-guard-biencoder
Released by hivetrace in 2026, gliner-guard-biencoder is an chat model. gliner-guard-biencoder is an open-weights chat model.
by hivetrace
Best for
Ways to use gliner-guard-biencoder in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your hivetrace API key. osFoundry discovers gliner-guard-biencoder 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
gliner-guard-biencoder 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.
gliner-guard-biencoder vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about gliner-guard-biencoder
Is gliner-guard-biencoder free to use?
gliner-guard-biencoder 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 gliner-guard-biencoder 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 gliner-guard-biencoder locally?
Yes. gliner-guard-biencoder is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is gliner-guard-biencoder best at?
gliner-guard-biencoder is well-suited to zero shot classification.
How do I use gliner-guard-biencoder in osFoundry?
Paste your hivetrace API key in the key dialog (or deploy the open weights for self-hostable models), assign gliner-guard-biencoder to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by hivetrace on March 13, 2026. Source: https://huggingface.co/hivetrace/gliner-guard-biencoder