context-reasoner-ppo_open_thinker_acc_reward
context-reasoner-ppo_open_thinker_acc_reward is a chat model from hubin, released May 20, 2025. context-reasoner-ppo_open_thinker_acc_reward is an open-weights chat model.
by hubin
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use context-reasoner-ppo_open_thinker_acc_reward in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your hubin API key. osFoundry discovers context-reasoner-ppo_open_thinker_acc_reward 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
context-reasoner-ppo_open_thinker_acc_reward 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.
context-reasoner-ppo_open_thinker_acc_reward vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about context-reasoner-ppo_open_thinker_acc_reward
Is context-reasoner-ppo_open_thinker_acc_reward free to use?
context-reasoner-ppo_open_thinker_acc_reward 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 context-reasoner-ppo_open_thinker_acc_reward 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 context-reasoner-ppo_open_thinker_acc_reward locally?
Yes. context-reasoner-ppo_open_thinker_acc_reward is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is context-reasoner-ppo_open_thinker_acc_reward best at?
context-reasoner-ppo_open_thinker_acc_reward is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use context-reasoner-ppo_open_thinker_acc_reward in osFoundry?
Paste your hubin API key in the key dialog (or deploy the open weights for self-hostable models), assign context-reasoner-ppo_open_thinker_acc_reward to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by hubin on May 20, 2025. Source: https://huggingface.co/hubin/context-reasoner-ppo_open_thinker_acc_reward