puzzlevision-assist-gguf-q4
rwitz's puzzlevision-assist-gguf-q4 is a chat model. puzzlevision-assist-gguf-q4 is an open-weights chat model.
by rwitz
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use puzzlevision-assist-gguf-q4 in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your rwitz API key. osFoundry discovers puzzlevision-assist-gguf-q4 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
puzzlevision-assist-gguf-q4 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.
puzzlevision-assist-gguf-q4 vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about puzzlevision-assist-gguf-q4
Is puzzlevision-assist-gguf-q4 free to use?
puzzlevision-assist-gguf-q4 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 puzzlevision-assist-gguf-q4 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 puzzlevision-assist-gguf-q4 locally?
Yes. puzzlevision-assist-gguf-q4 is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is puzzlevision-assist-gguf-q4 best at?
puzzlevision-assist-gguf-q4 is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use puzzlevision-assist-gguf-q4 in osFoundry?
Paste your rwitz API key in the key dialog (or deploy the open weights for self-hostable models), assign puzzlevision-assist-gguf-q4 to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by rwitz on April 29, 2026. Source: https://huggingface.co/rwitz/puzzlevision-assist-gguf-q4