cohere-transcribe-03-2026-mlx-4bit
cohere-transcribe-03-2026-mlx-4bit is a speech-and-audio model from beshkenadze, released March 30, 2026. cohere-transcribe-03-2026-mlx-4bit is an open-weights audio model.
by beshkenadze
Best for
- automatic speech recognition
Ways to use cohere-transcribe-03-2026-mlx-4bit in osFoundry
Connect with your own key (BYOK)
Open the key dialog and paste your beshkenadze API key. osFoundry discovers cohere-transcribe-03-2026-mlx-4bit 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
cohere-transcribe-03-2026-mlx-4bit 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.
cohere-transcribe-03-2026-mlx-4bit vs similar models
Licence
Unspecified — Licence terms not specified — verify the upstream model card before commercial use.
Check upstream documentation.
Frequently asked about cohere-transcribe-03-2026-mlx-4bit
Is cohere-transcribe-03-2026-mlx-4bit free to use?
cohere-transcribe-03-2026-mlx-4bit 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 cohere-transcribe-03-2026-mlx-4bit 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 cohere-transcribe-03-2026-mlx-4bit locally?
Yes. cohere-transcribe-03-2026-mlx-4bit is open-weights and runs locally on a workstation GPU. osFoundry's local runtime handles model loading, quantisation, and routing.
What is cohere-transcribe-03-2026-mlx-4bit best at?
cohere-transcribe-03-2026-mlx-4bit is well-suited to automatic speech recognition.
How do I use cohere-transcribe-03-2026-mlx-4bit in osFoundry?
Paste your beshkenadze API key in the key dialog (or deploy the open weights for self-hostable models), assign cohere-transcribe-03-2026-mlx-4bit to a Maestro role in the Pipeline tab, then use it in chat, Room Apps via invokeAI, or your own apps.
Published by beshkenadze on March 30, 2026. Source: https://huggingface.co/beshkenadze/cohere-transcribe-03-2026-mlx-4bit