context-1-mxfp4
context-1-mxfp4 is a chat model from evilfreelancer, released March 28, 2026. context-1-mxfp4 is an open-weights chat model.
by evilfreelancer
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use context-1-mxfp4 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your evilfreelancer API key. osFoundry discovers context-1-mxfp4 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
context-1-mxfp4 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.
context-1-mxfp4 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about context-1-mxfp4
Is context-1-mxfp4 free to use?
context-1-mxfp4 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 context-1-mxfp4 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 context-1-mxfp4 locally?
Yes. context-1-mxfp4 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is context-1-mxfp4 best at?
context-1-mxfp4 is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use context-1-mxfp4 in osFoundry?
Paste your evilfreelancer API key in the key dialog (or deploy the open weights for self-hostable models), assign context-1-mxfp4 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by evilfreelancer on March 28, 2026. Source: https://huggingface.co/evilfreelancer/context-1-mxfp4