stage1-rft
Released by gyeongwk in 2026, stage1-rft is an chat model. stage1-rft is an open-weights chat model.
by gyeongwk
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use stage1-rft in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your gyeongwk API key. osFoundry discovers stage1-rft 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
stage1-rft 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.
stage1-rft vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about stage1-rft
Is stage1-rft free to use?
stage1-rft 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 stage1-rft 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 stage1-rft locally?
Yes. stage1-rft is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is stage1-rft best at?
stage1-rft is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use stage1-rft in osFoundry?
Paste your gyeongwk API key in the key dialog (or deploy the open weights for self-hostable models), assign stage1-rft to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by gyeongwk on February 24, 2026. Source: https://huggingface.co/gyeongwk/stage1-rft