colmodernvbert_hf
paultltc's colmodernvbert_hf is a chat model. colmodernvbert_hf is an open-weights chat model.
by paultltc
Best for
- visual document retrieval
Ways to use colmodernvbert_hf in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your paultltc API key. osFoundry discovers colmodernvbert_hf 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
colmodernvbert_hf 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.
colmodernvbert_hf vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| colmodernvbert_hf | paultltc | — | — | Free (local) | Yes |
| ZFusionAI_Hacker | GTKING | — | — | Free (local) | Yes |
| Rio-3.1-Open-Nano | krzonkalla | — | — | Free (local) | Yes |
| sam3 | bodhicitta | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about colmodernvbert_hf
Is colmodernvbert_hf free to use?
colmodernvbert_hf 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 colmodernvbert_hf 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 colmodernvbert_hf locally?
Yes. colmodernvbert_hf is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is colmodernvbert_hf best at?
colmodernvbert_hf is well-suited to visual document retrieval.
How do I use colmodernvbert_hf in osFoundry?
Paste your paultltc API key in the key dialog (or deploy the open weights for self-hostable models), assign colmodernvbert_hf to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by paultltc on February 7, 2026. Source: https://huggingface.co/paultltc/colmodernvbert_hf