SFR-Embedding-2_R
SFR-Embedding-2_R (Salesforce, 2024) is an embedding model. SFR-Embedding-2_R is an open-weights embed model.
by Salesforce
Best for
Ways to use SFR-Embedding-2_R in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your Salesforce API key. osFoundry discovers SFR-Embedding-2_R 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
SFR-Embedding-2_R 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.
SFR-Embedding-2_R vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about SFR-Embedding-2_R
Is SFR-Embedding-2_R free to use?
SFR-Embedding-2_R 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 SFR-Embedding-2_R 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 SFR-Embedding-2_R locally?
Yes. SFR-Embedding-2_R is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is SFR-Embedding-2_R best at?
SFR-Embedding-2_R is well-suited to feature extraction.
How do I use SFR-Embedding-2_R in osFoundry?
Paste your Salesforce API key in the key dialog (or deploy the open weights for self-hostable models), assign SFR-Embedding-2_R to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by Salesforce on June 14, 2024. Source: https://huggingface.co/Salesforce/SFR-Embedding-2_R