fineweb_hnet_78M_learned_N
Released by emarro in 2026, fineweb_hnet_78M_learned_N is an chat model. fineweb_hnet_78M_learned_N is an open-weights chat model.
by emarro
Best for
Ways to use fineweb_hnet_78M_learned_N in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your emarro API key. osFoundry discovers fineweb_hnet_78M_learned_N 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
fineweb_hnet_78M_learned_N 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.
fineweb_hnet_78M_learned_N vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about fineweb_hnet_78M_learned_N
Is fineweb_hnet_78M_learned_N free to use?
fineweb_hnet_78M_learned_N 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 fineweb_hnet_78M_learned_N 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 fineweb_hnet_78M_learned_N locally?
Yes. fineweb_hnet_78M_learned_N is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is fineweb_hnet_78M_learned_N best at?
fineweb_hnet_78M_learned_N is well-suited to text generation.
How do I use fineweb_hnet_78M_learned_N in osFoundry?
Paste your emarro API key in the key dialog (or deploy the open weights for self-hostable models), assign fineweb_hnet_78M_learned_N to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by emarro on April 27, 2026. Source: https://huggingface.co/emarro/fineweb_hnet_78M_learned_N