tuna-r-esm_mlp
yk0's tuna-r-esm_mlp is a chat model. tuna-r-esm_mlp is an open-weights chat model.
by yk0
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use tuna-r-esm_mlp in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your yk0 API key. osFoundry discovers tuna-r-esm_mlp 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
tuna-r-esm_mlp 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.
tuna-r-esm_mlp vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about tuna-r-esm_mlp
Is tuna-r-esm_mlp free to use?
tuna-r-esm_mlp 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 tuna-r-esm_mlp 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 tuna-r-esm_mlp locally?
Yes. tuna-r-esm_mlp is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is tuna-r-esm_mlp best at?
tuna-r-esm_mlp is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use tuna-r-esm_mlp in osFoundry?
Paste your yk0 API key in the key dialog (or deploy the open weights for self-hostable models), assign tuna-r-esm_mlp to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by yk0 on February 6, 2026. Source: https://huggingface.co/yk0/tuna-r-esm_mlp