zone-mid-train
zone-mid-train (zxc0254, 2026) is an embedding model. zone-mid-train is an open-weights embed model.
by zxc0254
Best for
Ways to use zone-mid-train in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your zxc0254 API key. osFoundry discovers zone-mid-train 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
zone-mid-train 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.
zone-mid-train vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| zone-mid-train | zxc0254 | — | — | Free (local) | Yes |
| xcodec2 | bezzam | — | — | Free (local) | Yes |
| KURE-v1 | mykor | — | — | Free (local) | Yes |
| srt-adapter-v8a | RiverRider | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about zone-mid-train
Is zone-mid-train free to use?
zone-mid-train 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 zone-mid-train 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 zone-mid-train locally?
Yes. zone-mid-train is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is zone-mid-train best at?
zone-mid-train is well-suited to sentence similarity.
How do I use zone-mid-train in osFoundry?
Paste your zxc0254 API key in the key dialog (or deploy the open weights for self-hostable models), assign zone-mid-train to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by zxc0254 on February 15, 2026. Source: https://huggingface.co/zxc0254/zone-mid-train