Pre-train_diffusion_models
Built by kpsss34, Pre-train_diffusion_models is an chat model. Pre-train_diffusion_models is an open-weights chat model.
by kpsss34
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use Pre-train_diffusion_models in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your kpsss34 API key. osFoundry discovers Pre-train_diffusion_models 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
Pre-train_diffusion_models 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.
Pre-train_diffusion_models vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about Pre-train_diffusion_models
Is Pre-train_diffusion_models free to use?
Pre-train_diffusion_models 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 Pre-train_diffusion_models 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 Pre-train_diffusion_models locally?
Yes. Pre-train_diffusion_models is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is Pre-train_diffusion_models best at?
Pre-train_diffusion_models is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use Pre-train_diffusion_models in osFoundry?
Paste your kpsss34 API key in the key dialog (or deploy the open weights for self-hostable models), assign Pre-train_diffusion_models to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by kpsss34 on June 2, 2025. Source: https://huggingface.co/kpsss34/Pre-train_diffusion_models