bge_grievance_classifier-code-B2
bge_grievance_classifier-code-B2 is a embedding model from Ambika14, released March 12, 2026. bge_grievance_classifier-code-B2 is an open-weights embed model.
by Ambika14
Best for
Ways to use bge_grievance_classifier-code-B2 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Ambika14 API key. osFoundry discovers bge_grievance_classifier-code-B2 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
bge_grievance_classifier-code-B2 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.
bge_grievance_classifier-code-B2 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about bge_grievance_classifier-code-B2
Is bge_grievance_classifier-code-B2 free to use?
bge_grievance_classifier-code-B2 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 bge_grievance_classifier-code-B2 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 bge_grievance_classifier-code-B2 locally?
Yes. bge_grievance_classifier-code-B2 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is bge_grievance_classifier-code-B2 best at?
bge_grievance_classifier-code-B2 is well-suited to sentence similarity.
How do I use bge_grievance_classifier-code-B2 in osFoundry?
Paste your Ambika14 API key in the key dialog (or deploy the open weights for self-hostable models), assign bge_grievance_classifier-code-B2 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Ambika14 on March 12, 2026. Source: https://huggingface.co/Ambika14/bge_grievance_classifier-code-B2