hypencoder.6_layer
Built by jfkback, hypencoder.6_layer is an embedding model. hypencoder.6_layer is an open-weights embed model.
by jfkback
Best for
Ways to use hypencoder.6_layer in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your jfkback API key. osFoundry discovers hypencoder.6_layer 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
hypencoder.6_layer 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.
hypencoder.6_layer vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about hypencoder.6_layer
Is hypencoder.6_layer free to use?
hypencoder.6_layer 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 hypencoder.6_layer 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 hypencoder.6_layer locally?
Yes. hypencoder.6_layer is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is hypencoder.6_layer best at?
hypencoder.6_layer is well-suited to feature extraction.
How do I use hypencoder.6_layer in osFoundry?
Paste your jfkback API key in the key dialog (or deploy the open weights for self-hostable models), assign hypencoder.6_layer to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by jfkback on February 12, 2025. Source: https://huggingface.co/jfkback/hypencoder.6_layer