segformer-b2-1024x1024-city-160k
smp-hub's segformer-b2-1024x1024-city-160k is a image-generation model. segformer-b2-1024x1024-city-160k is an open-weights image model.
by smp-hub
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Ways to use segformer-b2-1024x1024-city-160k in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your smp-hub API key. osFoundry discovers segformer-b2-1024x1024-city-160k 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
segformer-b2-1024x1024-city-160k 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.
segformer-b2-1024x1024-city-160k vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| segformer-b2-1024x1024-city-160k | smp-hub | — | — | Free (local) | Yes |
| dpn98.mx_in1k | timm | — | — | Free (local) | Yes |
| Dark_XL | LyliaEngine | — | — | Free (local) | Yes |
| FLUX.1-schnell-GGUF | REX-AI-VISUAL | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about segformer-b2-1024x1024-city-160k
Is segformer-b2-1024x1024-city-160k free to use?
segformer-b2-1024x1024-city-160k 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 segformer-b2-1024x1024-city-160k 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 segformer-b2-1024x1024-city-160k locally?
Yes. segformer-b2-1024x1024-city-160k is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is segformer-b2-1024x1024-city-160k best at?
segformer-b2-1024x1024-city-160k is well-suited to image segmentation.
How do I use segformer-b2-1024x1024-city-160k in osFoundry?
Paste your smp-hub API key in the key dialog (or deploy the open weights for self-hostable models), assign segformer-b2-1024x1024-city-160k to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by smp-hub on November 29, 2024. Source: https://huggingface.co/smp-hub/segformer-b2-1024x1024-city-160k