Ornstein3.6-35B-A3B-RYS
Ornstein3.6-35B-A3B-RYS is a 35 billion parameter chat model from DJLougen, released April 17, 2026. Ornstein3.6-35B-A3B-RYS is an open-weights chat model with roughly 35 billion parameters.
by DJLougen · 35B parameters
Best for
Ways to use Ornstein3.6-35B-A3B-RYS in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your DJLougen API key. osFoundry discovers Ornstein3.6-35B-A3B-RYS 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
Ornstein3.6-35B-A3B-RYS 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 Ornstein3.6-35B-A3B-RYS
Ornstein3.6-35B-A3B-RYS runs on a 24GB consumer or workstation GPU (~21 GB VRAM with KV-cache headroom). Full-precision inference requires an H200 141GB or 2x A100 80GB at FP16 (~84 GB).
Ornstein3.6-35B-A3B-RYS vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about Ornstein3.6-35B-A3B-RYS
Is Ornstein3.6-35B-A3B-RYS free to use?
Ornstein3.6-35B-A3B-RYS 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 Ornstein3.6-35B-A3B-RYS 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 Ornstein3.6-35B-A3B-RYS need?
Approximately 21 GB at Q4 quantisation, or 84 GB at full FP16 precision. Fits on a single 24GB consumer GPU.
Can I run Ornstein3.6-35B-A3B-RYS locally?
Yes. Ornstein3.6-35B-A3B-RYS is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is Ornstein3.6-35B-A3B-RYS best at?
Ornstein3.6-35B-A3B-RYS is well-suited to text generation.
How do I use Ornstein3.6-35B-A3B-RYS in osFoundry?
Paste your DJLougen API key in the key dialog (or deploy the open weights for self-hostable models), assign Ornstein3.6-35B-A3B-RYS to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by DJLougen on April 17, 2026. Source: https://huggingface.co/DJLougen/Ornstein3.6-35B-A3B-RYS