INITIAL_TESTING
Released by Sreeharan in 2026, INITIAL_TESTING is an chat model. INITIAL_TESTING is an open-weights chat model.
by Sreeharan
Best for
Ways to use INITIAL_TESTING in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Sreeharan API key. osFoundry discovers INITIAL_TESTING 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
INITIAL_TESTING 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.
INITIAL_TESTING vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about INITIAL_TESTING
Is INITIAL_TESTING free to use?
INITIAL_TESTING 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 INITIAL_TESTING 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 INITIAL_TESTING locally?
Yes. INITIAL_TESTING is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is INITIAL_TESTING best at?
INITIAL_TESTING is well-suited to text generation.
How do I use INITIAL_TESTING in osFoundry?
Paste your Sreeharan API key in the key dialog (or deploy the open weights for self-hostable models), assign INITIAL_TESTING to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Sreeharan on April 25, 2026. Source: https://huggingface.co/Sreeharan/INITIAL_TESTING