reproducing-openrubric-rubric-sft
reproducing-openrubric-rubric-sft is a chat model from varshak1, released May 3, 2026. reproducing-openrubric-rubric-sft is an open-weights chat model.
by varshak1
Best for
Ways to use reproducing-openrubric-rubric-sft in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your varshak1 API key. osFoundry discovers reproducing-openrubric-rubric-sft 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
reproducing-openrubric-rubric-sft 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.
reproducing-openrubric-rubric-sft vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about reproducing-openrubric-rubric-sft
Is reproducing-openrubric-rubric-sft free to use?
reproducing-openrubric-rubric-sft 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 reproducing-openrubric-rubric-sft 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 reproducing-openrubric-rubric-sft locally?
Yes. reproducing-openrubric-rubric-sft is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is reproducing-openrubric-rubric-sft best at?
reproducing-openrubric-rubric-sft is well-suited to text generation.
How do I use reproducing-openrubric-rubric-sft in osFoundry?
Paste your varshak1 API key in the key dialog (or deploy the open weights for self-hostable models), assign reproducing-openrubric-rubric-sft to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by varshak1 on May 3, 2026. Source: https://huggingface.co/varshak1/reproducing-openrubric-rubric-sft