materials-smi-ted-fork
materials-smi-ted-fork (bisectgroup, 2025) is an chat model. materials-smi-ted-fork is an open-weights chat model.
by bisectgroup
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use materials-smi-ted-fork in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your bisectgroup API key. osFoundry discovers materials-smi-ted-fork 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
materials-smi-ted-fork 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.
materials-smi-ted-fork vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about materials-smi-ted-fork
Is materials-smi-ted-fork free to use?
materials-smi-ted-fork 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 materials-smi-ted-fork 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 materials-smi-ted-fork locally?
Yes. materials-smi-ted-fork is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is materials-smi-ted-fork best at?
materials-smi-ted-fork is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use materials-smi-ted-fork in osFoundry?
Paste your bisectgroup API key in the key dialog (or deploy the open weights for self-hostable models), assign materials-smi-ted-fork to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by bisectgroup on July 28, 2025. Source: https://huggingface.co/bisectgroup/materials-smi-ted-fork