GLM-4.6V-NVFP4
GLM-4.6V-NVFP4 is a image-generation model from GadflyII, released January 12, 2026. GLM-4.6V-NVFP4 is an open-weights image model.
by GadflyII
Best for
Ways to use GLM-4.6V-NVFP4 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your GadflyII API key. osFoundry discovers GLM-4.6V-NVFP4 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
GLM-4.6V-NVFP4 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.
GLM-4.6V-NVFP4 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about GLM-4.6V-NVFP4
Is GLM-4.6V-NVFP4 free to use?
GLM-4.6V-NVFP4 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 GLM-4.6V-NVFP4 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 GLM-4.6V-NVFP4 locally?
Yes. GLM-4.6V-NVFP4 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is GLM-4.6V-NVFP4 best at?
GLM-4.6V-NVFP4 is well-suited to image text to text.
How do I use GLM-4.6V-NVFP4 in osFoundry?
Paste your GadflyII API key in the key dialog (or deploy the open weights for self-hostable models), assign GLM-4.6V-NVFP4 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by GadflyII on January 12, 2026. Source: https://huggingface.co/GadflyII/GLM-4.6V-NVFP4