mnist_cnn
Released by gaurangdave in 2025, mnist_cnn is an chat model. mnist_cnn is an open-weights chat model.
by gaurangdave
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use mnist_cnn in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your gaurangdave API key. osFoundry discovers mnist_cnn 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
mnist_cnn 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.
mnist_cnn vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about mnist_cnn
Is mnist_cnn free to use?
mnist_cnn 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 mnist_cnn 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 mnist_cnn locally?
Yes. mnist_cnn is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is mnist_cnn best at?
mnist_cnn is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use mnist_cnn in osFoundry?
Paste your gaurangdave API key in the key dialog (or deploy the open weights for self-hostable models), assign mnist_cnn to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by gaurangdave on July 1, 2025. Source: https://huggingface.co/gaurangdave/mnist_cnn