TenOS-Ko-28B
honey90's TenOS-Ko-28B packs 28 billion parameters into a chat model. TenOS-Ko-28B is an open-weights chat model with roughly 28 billion parameters.
by honey90 · 28B parameters
Best for
Ways to use TenOS-Ko-28B in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your honey90 API key. osFoundry discovers TenOS-Ko-28B 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
TenOS-Ko-28B 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.
What hardware can run TenOS-Ko-28B
TenOS-Ko-28B runs on a 24GB consumer or workstation GPU (~17 GB VRAM with KV-cache headroom). Full-precision inference fits on a single H100 80GB at FP16 precision (~68 GB).
TenOS-Ko-28B vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about TenOS-Ko-28B
Is TenOS-Ko-28B free to use?
TenOS-Ko-28B 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 TenOS-Ko-28B commercially?
Commercial use is allowed with conditions. Licence terms not specified — verify the upstream model card before commercial use. Check upstream documentation.
How much VRAM does TenOS-Ko-28B need?
Approximately 17 GB at Q4 quantisation, or 68 GB at full FP16 precision. Fits on a single 24GB consumer GPU.
Can I run TenOS-Ko-28B locally?
Yes. TenOS-Ko-28B is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is TenOS-Ko-28B best at?
TenOS-Ko-28B is well-suited to text generation.
How do I use TenOS-Ko-28B in osFoundry?
Paste your honey90 API key in the key dialog (or deploy the open weights for self-hostable models), assign TenOS-Ko-28B to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by honey90 on April 26, 2026. Source: https://huggingface.co/honey90/TenOS-Ko-28B