SQL-v4-mar-18-2026
SQL-v4-mar-18-2026 is a chat model from Ravi07bec, released March 19, 2026. SQL-v4-mar-18-2026 is an open-weights chat model.
by Ravi07bec
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use SQL-v4-mar-18-2026 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Ravi07bec API key. osFoundry discovers SQL-v4-mar-18-2026 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
SQL-v4-mar-18-2026 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.
SQL-v4-mar-18-2026 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about SQL-v4-mar-18-2026
Is SQL-v4-mar-18-2026 free to use?
SQL-v4-mar-18-2026 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 SQL-v4-mar-18-2026 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 SQL-v4-mar-18-2026 locally?
Yes. SQL-v4-mar-18-2026 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is SQL-v4-mar-18-2026 best at?
SQL-v4-mar-18-2026 is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use SQL-v4-mar-18-2026 in osFoundry?
Paste your Ravi07bec API key in the key dialog (or deploy the open weights for self-hostable models), assign SQL-v4-mar-18-2026 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Ravi07bec on March 19, 2026. Source: https://huggingface.co/Ravi07bec/SQL-v4-mar-18-2026