sft-sql-embedding
Released by s2593817 in 2024, sft-sql-embedding is an embedding model. sft-sql-embedding is an open-weights embed model.
by s2593817
Best for
Ways to use sft-sql-embedding in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your s2593817 API key. osFoundry discovers sft-sql-embedding 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
sft-sql-embedding 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.
sft-sql-embedding vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| sft-sql-embedding | s2593817 | — | — | Free (local) | Yes |
| GLuCoSE-base-ja | pkshatech | — | — | Free (local) | Yes |
| bge-m3-GGUF | gpustack | — | — | Free (local) | Yes |
| all-mpnet-base-v2 | optimum-intel-internal-testing | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about sft-sql-embedding
Is sft-sql-embedding free to use?
sft-sql-embedding 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 sft-sql-embedding 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 sft-sql-embedding locally?
Yes. sft-sql-embedding is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is sft-sql-embedding best at?
sft-sql-embedding is well-suited to sentence similarity.
How do I use sft-sql-embedding in osFoundry?
Paste your s2593817 API key in the key dialog (or deploy the open weights for self-hostable models), assign sft-sql-embedding to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by s2593817 on August 12, 2024. Source: https://huggingface.co/s2593817/sft-sql-embedding