SmolLM2-135M-FlashNorm
open-machine's SmolLM2-135M-FlashNorm is a chat model. SmolLM2-135M-FlashNorm is an open-weights chat model.
by open-machine
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Ways to use SmolLM2-135M-FlashNorm in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your open-machine API key. osFoundry discovers SmolLM2-135M-FlashNorm 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
SmolLM2-135M-FlashNorm 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.
SmolLM2-135M-FlashNorm vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about SmolLM2-135M-FlashNorm
Is SmolLM2-135M-FlashNorm free to use?
SmolLM2-135M-FlashNorm 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 SmolLM2-135M-FlashNorm 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 SmolLM2-135M-FlashNorm locally?
Yes. SmolLM2-135M-FlashNorm is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is SmolLM2-135M-FlashNorm best at?
SmolLM2-135M-FlashNorm is well-suited to text generation.
How do I use SmolLM2-135M-FlashNorm in osFoundry?
Paste your open-machine API key in the key dialog (or deploy the open weights for self-hostable models), assign SmolLM2-135M-FlashNorm to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by open-machine on April 21, 2026. Source: https://huggingface.co/open-machine/SmolLM2-135M-FlashNorm