fundus-lesions-segmentation-unet_seresnext50_32x4d
fundus-lesions-segmentation-unet_seresnext50_32x4d is a chat model from ClementP, released June 3, 2024. fundus-lesions-segmentation-unet_seresnext50_32x4d is an open-weights chat model.
by ClementP
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use fundus-lesions-segmentation-unet_seresnext50_32x4d in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your ClementP API key. osFoundry discovers fundus-lesions-segmentation-unet_seresnext50_32x4d 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
fundus-lesions-segmentation-unet_seresnext50_32x4d 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.
fundus-lesions-segmentation-unet_seresnext50_32x4d vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about fundus-lesions-segmentation-unet_seresnext50_32x4d
Is fundus-lesions-segmentation-unet_seresnext50_32x4d free to use?
fundus-lesions-segmentation-unet_seresnext50_32x4d 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 fundus-lesions-segmentation-unet_seresnext50_32x4d 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 fundus-lesions-segmentation-unet_seresnext50_32x4d locally?
Yes. fundus-lesions-segmentation-unet_seresnext50_32x4d is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is fundus-lesions-segmentation-unet_seresnext50_32x4d best at?
fundus-lesions-segmentation-unet_seresnext50_32x4d is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use fundus-lesions-segmentation-unet_seresnext50_32x4d in osFoundry?
Paste your ClementP API key in the key dialog (or deploy the open weights for self-hostable models), assign fundus-lesions-segmentation-unet_seresnext50_32x4d to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by ClementP on June 3, 2024. Source: https://huggingface.co/ClementP/fundus-lesions-segmentation-unet_seresnext50_32x4d