vehicle-keypoints
kiselyovd's vehicle-keypoints is a chat model. vehicle-keypoints is an open-weights chat model.
by kiselyovd
Best for
Ways to use vehicle-keypoints in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your kiselyovd API key. osFoundry discovers vehicle-keypoints 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
vehicle-keypoints 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.
vehicle-keypoints vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| vehicle-keypoints | kiselyovd | — | — | Free (local) | Yes |
| G-reasoner-34M | rmanluo | — | — | Free (local) | Yes |
| sam3.1-st-bf16 | strangervisionhf | — | — | Free (local) | Yes |
| dqnGPT-v1-GGUF | mradermacher | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about vehicle-keypoints
Is vehicle-keypoints free to use?
vehicle-keypoints 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 vehicle-keypoints 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 vehicle-keypoints locally?
Yes. vehicle-keypoints is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is vehicle-keypoints best at?
vehicle-keypoints is well-suited to object detection.
How do I use vehicle-keypoints in osFoundry?
Paste your kiselyovd API key in the key dialog (or deploy the open weights for self-hostable models), assign vehicle-keypoints to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by kiselyovd on April 18, 2026. Source: https://huggingface.co/kiselyovd/vehicle-keypoints