Text_Base_FR_croissant
PantagrueLLM's Text_Base_FR_croissant is a embedding model. Text_Base_FR_croissant is an open-weights embed model.
by PantagrueLLM
Best for
Ways to use Text_Base_FR_croissant in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your PantagrueLLM API key. osFoundry discovers Text_Base_FR_croissant 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
Text_Base_FR_croissant 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.
Text_Base_FR_croissant vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about Text_Base_FR_croissant
Is Text_Base_FR_croissant free to use?
Text_Base_FR_croissant 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 Text_Base_FR_croissant 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 Text_Base_FR_croissant locally?
Yes. Text_Base_FR_croissant is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is Text_Base_FR_croissant best at?
Text_Base_FR_croissant is well-suited to feature extraction.
How do I use Text_Base_FR_croissant in osFoundry?
Paste your PantagrueLLM API key in the key dialog (or deploy the open weights for self-hostable models), assign Text_Base_FR_croissant to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by PantagrueLLM on January 14, 2026. Source: https://huggingface.co/PantagrueLLM/Text_Base_FR_croissant