bge-m3-safetensors
Released by trollathon in 2025, bge-m3-safetensors is an embedding model. bge-m3-safetensors is an open-weights embed model.
by trollathon
Best for
Ways to use bge-m3-safetensors in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your trollathon API key. osFoundry discovers bge-m3-safetensors 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
bge-m3-safetensors 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.
bge-m3-safetensors vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| bge-m3-safetensors | trollathon | — | — | Free (local) | Yes |
| hypencoder.2_layer | jfkback | — | — | Free (local) | Yes |
| Hinvec | Sailesh97 | — | — | Free (local) | Yes |
| LuxEmbedder | fredxlpy | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about bge-m3-safetensors
Is bge-m3-safetensors free to use?
bge-m3-safetensors 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 bge-m3-safetensors 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 bge-m3-safetensors locally?
Yes. bge-m3-safetensors is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is bge-m3-safetensors best at?
bge-m3-safetensors is well-suited to sentence similarity.
How do I use bge-m3-safetensors in osFoundry?
Paste your trollathon API key in the key dialog (or deploy the open weights for self-hostable models), assign bge-m3-safetensors to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by trollathon on June 17, 2025. Source: https://huggingface.co/trollathon/bge-m3-safetensors