fine-tuned-sbert-prodi
tikanosa's fine-tuned-sbert-prodi is a embedding model. fine-tuned-sbert-prodi is an open-weights embed model.
by tikanosa
Best for
Ways to use fine-tuned-sbert-prodi in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your tikanosa API key. osFoundry discovers fine-tuned-sbert-prodi 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
fine-tuned-sbert-prodi 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.
fine-tuned-sbert-prodi vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about fine-tuned-sbert-prodi
Is fine-tuned-sbert-prodi free to use?
fine-tuned-sbert-prodi 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 fine-tuned-sbert-prodi 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 fine-tuned-sbert-prodi locally?
Yes. fine-tuned-sbert-prodi is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is fine-tuned-sbert-prodi best at?
fine-tuned-sbert-prodi is well-suited to sentence similarity.
How do I use fine-tuned-sbert-prodi in osFoundry?
Paste your tikanosa API key in the key dialog (or deploy the open weights for self-hostable models), assign fine-tuned-sbert-prodi to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by tikanosa on July 28, 2025. Source: https://huggingface.co/tikanosa/fine-tuned-sbert-prodi