layoutlmv3_document_classification
Built by Bigheadjoshy, layoutlmv3_document_classification is an chat model. layoutlmv3_document_classification is an open-weights chat model.
by Bigheadjoshy
Best for
Ways to use layoutlmv3_document_classification in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Bigheadjoshy API key. osFoundry discovers layoutlmv3_document_classification 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
layoutlmv3_document_classification 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.
layoutlmv3_document_classification vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| layoutlmv3_document_classification | Bigheadjoshy | — | — | Free (local) | Yes |
| qwen3_4b_thinking_2507_sft | pihull | — | — | Free (local) | Yes |
| ZUNA | Zyphra | — | — | Free (local) | Yes |
| AXL-Vision-v2 | KoinicLabs | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about layoutlmv3_document_classification
Is layoutlmv3_document_classification free to use?
layoutlmv3_document_classification 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 layoutlmv3_document_classification 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 layoutlmv3_document_classification locally?
Yes. layoutlmv3_document_classification is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is layoutlmv3_document_classification best at?
layoutlmv3_document_classification is well-suited to text classification.
How do I use layoutlmv3_document_classification in osFoundry?
Paste your Bigheadjoshy API key in the key dialog (or deploy the open weights for self-hostable models), assign layoutlmv3_document_classification to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Bigheadjoshy on January 11, 2025. Source: https://huggingface.co/Bigheadjoshy/layoutlmv3_document_classification