medical-reasoning-gpt-oss-20b
Built by dousery, medical-reasoning-gpt-oss-20b is a 20 billion parameter chat model. medical-reasoning-gpt-oss-20b is an open-weights chat model with roughly 20 billion parameters.
by dousery · 20B parameters
Best for
Ways to use medical-reasoning-gpt-oss-20b in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your dousery API key. osFoundry discovers medical-reasoning-gpt-oss-20b 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
medical-reasoning-gpt-oss-20b 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.
What hardware can run medical-reasoning-gpt-oss-20b
medical-reasoning-gpt-oss-20b runs on a single 16GB consumer GPU (~12 GB VRAM with KV-cache headroom). Full-precision inference fits on a single H100 80GB at FP16 precision (~48 GB).
medical-reasoning-gpt-oss-20b vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about medical-reasoning-gpt-oss-20b
Is medical-reasoning-gpt-oss-20b free to use?
medical-reasoning-gpt-oss-20b 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 medical-reasoning-gpt-oss-20b commercially?
Commercial use is allowed with conditions. Licence terms not specified — verify the upstream model card before commercial use. Check upstream documentation.
How much VRAM does medical-reasoning-gpt-oss-20b need?
Approximately 12 GB at Q4 quantisation, or 48 GB at full FP16 precision. Fits on a single 24GB consumer GPU.
Can I run medical-reasoning-gpt-oss-20b locally?
Yes. medical-reasoning-gpt-oss-20b is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is medical-reasoning-gpt-oss-20b best at?
medical-reasoning-gpt-oss-20b is well-suited to text generation.
How do I use medical-reasoning-gpt-oss-20b in osFoundry?
Paste your dousery API key in the key dialog (or deploy the open weights for self-hostable models), assign medical-reasoning-gpt-oss-20b to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by dousery on August 9, 2025. Source: https://huggingface.co/dousery/medical-reasoning-gpt-oss-20b