Zipformer-30M-RNNT-6000h
Released by hynt in 2025, Zipformer-30M-RNNT-6000h is an chat model. Zipformer-30M-RNNT-6000h is an open-weights chat model.
by hynt
Best for
- low-latency chat and routing
- request routing and triage
- text classification
Ways to use Zipformer-30M-RNNT-6000h in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your hynt API key. osFoundry discovers Zipformer-30M-RNNT-6000h 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
Zipformer-30M-RNNT-6000h 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.
Zipformer-30M-RNNT-6000h vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about Zipformer-30M-RNNT-6000h
Is Zipformer-30M-RNNT-6000h free to use?
Zipformer-30M-RNNT-6000h 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 Zipformer-30M-RNNT-6000h 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 Zipformer-30M-RNNT-6000h locally?
Yes. Zipformer-30M-RNNT-6000h is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is Zipformer-30M-RNNT-6000h best at?
Zipformer-30M-RNNT-6000h is well-suited to low-latency chat and routing, request routing and triage, text classification.
How do I use Zipformer-30M-RNNT-6000h in osFoundry?
Paste your hynt API key in the key dialog (or deploy the open weights for self-hostable models), assign Zipformer-30M-RNNT-6000h to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by hynt on October 17, 2025. Source: https://huggingface.co/hynt/Zipformer-30M-RNNT-6000h