tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume
Released by ligeng-dev in 2026, tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume is an chat model. tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume is an open-weights chat model.
by ligeng-dev
Best for
Ways to use tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your ligeng-dev API key. osFoundry discovers tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume 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
tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume 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.
tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume
Is tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume free to use?
tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume 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 tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume 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 tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume locally?
Yes. tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume best at?
tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume is well-suited to text generation.
How do I use tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume in osFoundry?
Paste your ligeng-dev API key in the key dialog (or deploy the open weights for self-hostable models), assign tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by ligeng-dev on April 16, 2026. Source: https://huggingface.co/ligeng-dev/tw-data-train_final_v2_nb2_mt8192_replaced_fix-8node-resume