mamba-tr-project-transformer
Released by oguzatas in 2025, mamba-tr-project-transformer is an chat model. mamba-tr-project-transformer is an open-weights chat model.
by oguzatas
Best for
Ways to use mamba-tr-project-transformer in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your oguzatas API key. osFoundry discovers mamba-tr-project-transformer 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
mamba-tr-project-transformer 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.
mamba-tr-project-transformer vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| mamba-tr-project-transformer | oguzatas | — | — | Free (local) | Yes |
| stanza-da | stanfordnlp | — | — | Free (local) | Yes |
| ai-girlfriend-v2-GGUF | mradermacher | — | — | Free (local) | Yes |
| Hebatron | HebArabNlpProject | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about mamba-tr-project-transformer
Is mamba-tr-project-transformer free to use?
mamba-tr-project-transformer 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 mamba-tr-project-transformer 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 mamba-tr-project-transformer locally?
Yes. mamba-tr-project-transformer is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is mamba-tr-project-transformer best at?
mamba-tr-project-transformer is well-suited to text generation.
How do I use mamba-tr-project-transformer in osFoundry?
Paste your oguzatas API key in the key dialog (or deploy the open weights for self-hostable models), assign mamba-tr-project-transformer to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by oguzatas on December 2, 2025. Source: https://huggingface.co/oguzatas/mamba-tr-project-transformer