tmbts09
Built by halen214, tmbts09 is an chat model. tmbts09 is an open-weights chat model.
by halen214
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use tmbts09 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your halen214 API key. osFoundry discovers tmbts09 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
tmbts09 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.
tmbts09 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about tmbts09
Is tmbts09 free to use?
tmbts09 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 tmbts09 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 tmbts09 locally?
Yes. tmbts09 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is tmbts09 best at?
tmbts09 is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use tmbts09 in osFoundry?
Paste your halen214 API key in the key dialog (or deploy the open weights for self-hostable models), assign tmbts09 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by halen214 on April 29, 2026. Source: https://huggingface.co/halen214/tmbts09