PubMedBERT-base-uncased-sts-combined
Released by bcwarner in 2024, PubMedBERT-base-uncased-sts-combined is an embedding model. PubMedBERT-base-uncased-sts-combined is an open-weights embed model.
by bcwarner
Best for
Ways to use PubMedBERT-base-uncased-sts-combined in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your bcwarner API key. osFoundry discovers PubMedBERT-base-uncased-sts-combined 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
PubMedBERT-base-uncased-sts-combined 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.
PubMedBERT-base-uncased-sts-combined vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about PubMedBERT-base-uncased-sts-combined
Is PubMedBERT-base-uncased-sts-combined free to use?
PubMedBERT-base-uncased-sts-combined 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 PubMedBERT-base-uncased-sts-combined 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 PubMedBERT-base-uncased-sts-combined locally?
Yes. PubMedBERT-base-uncased-sts-combined is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is PubMedBERT-base-uncased-sts-combined best at?
PubMedBERT-base-uncased-sts-combined is well-suited to sentence similarity.
How do I use PubMedBERT-base-uncased-sts-combined in osFoundry?
Paste your bcwarner API key in the key dialog (or deploy the open weights for self-hostable models), assign PubMedBERT-base-uncased-sts-combined to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by bcwarner on February 2, 2024. Source: https://huggingface.co/bcwarner/PubMedBERT-base-uncased-sts-combined