crop-burn-detector
munish0838's crop-burn-detector is a chat model. crop-burn-detector is an open-weights chat model.
by munish0838
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use crop-burn-detector in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your munish0838 API key. osFoundry discovers crop-burn-detector 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
crop-burn-detector 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.
crop-burn-detector vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about crop-burn-detector
Is crop-burn-detector free to use?
crop-burn-detector 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 crop-burn-detector 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 crop-burn-detector locally?
Yes. crop-burn-detector is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is crop-burn-detector best at?
crop-burn-detector is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use crop-burn-detector in osFoundry?
Paste your munish0838 API key in the key dialog (or deploy the open weights for self-hostable models), assign crop-burn-detector to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by munish0838 on May 4, 2026. Source: https://huggingface.co/munish0838/crop-burn-detector