G-reasoner-34M
rmanluo's G-reasoner-34M is a chat model. G-reasoner-34M is an open-weights chat model.
by rmanluo
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use G-reasoner-34M in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your rmanluo API key. osFoundry discovers G-reasoner-34M 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
G-reasoner-34M 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.
G-reasoner-34M vs similar models
| Model | Org | Params | Context | Input price | Self-host |
|---|
| G-reasoner-34M | rmanluo | — | — | Free (local) | Yes |
| dqnGPT-v1-GGUF | mradermacher | — | — | Free (local) | Yes |
| vehicle-keypoints | kiselyovd | — | — | Free (local) | Yes |
| sam3-bf16 | mlx-community | — | — | Free (local) | Yes |
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about G-reasoner-34M
Is G-reasoner-34M free to use?
G-reasoner-34M 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 G-reasoner-34M 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 G-reasoner-34M locally?
Yes. G-reasoner-34M is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is G-reasoner-34M best at?
G-reasoner-34M is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use G-reasoner-34M in osFoundry?
Paste your rmanluo API key in the key dialog (or deploy the open weights for self-hostable models), assign G-reasoner-34M to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by rmanluo on April 18, 2026. Source: https://huggingface.co/rmanluo/G-reasoner-34M