MicroLlama-text-embedding
keeeeenw's MicroLlama-text-embedding is a embedding model. MicroLlama-text-embedding is an open-weights embed model.
by keeeeenw
Best for
Ways to use MicroLlama-text-embedding in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your keeeeenw API key. osFoundry discovers MicroLlama-text-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
MicroLlama-text-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.
MicroLlama-text-embedding vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about MicroLlama-text-embedding
Is MicroLlama-text-embedding free to use?
MicroLlama-text-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 MicroLlama-text-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 MicroLlama-text-embedding locally?
Yes. MicroLlama-text-embedding is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is MicroLlama-text-embedding best at?
MicroLlama-text-embedding is well-suited to sentence similarity.
How do I use MicroLlama-text-embedding in osFoundry?
Paste your keeeeenw API key in the key dialog (or deploy the open weights for self-hostable models), assign MicroLlama-text-embedding to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by keeeeenw on November 11, 2024. Source: https://huggingface.co/keeeeenw/MicroLlama-text-embedding