Dedicated model · Available as managed deployment

Request a MusicGen deployment on your own DGX Spark

Meta's MusicGen — a text-to-music model that generates music clips from a text description or an audio prompt, in a single-stage transformer. Validated on AxForge hardware and deployed on a dedicated DGX Spark for your traffic only — an OpenAI-compatible endpoint on hardware only you use, operated by AxForge in the EU.

eu-es-1 · Málaga Available as managed deployment Text → music / audio Quoted per deployment musicgen-medium.axforge.ai
Request deploymentTalk to an engineerSign in €0.69/hour on demand · €0.66/hour by the week · €0.62/hour by the month · €0.55/hour by the year, excl. VAT Hardware rental plus a managed service quoted per deployment — both confirmed in writing before anything is billed.

Why AxForge

Why MusicGen as a managed deployment

Music from a descriptionGenre, mood, instruments, tempo — describe it and MusicGen produces a clip; give it a melody and it follows it.
Your own music endpointGeneration runs on a machine reserved for you; nothing is uploaded to a third-party music service.
Licence handledMusicGen weights are released for non-commercial use; commercial use needs a licence from Meta, which AxForge arranges the deployment under. For a permissive model, see ACE-Step.

Specifications

What you get

ModelMusicGen — facebook
ModalitiesText → music / audio
LicenceCommercial licence needed — cc-by-nc-4.0; AxForge handles the licence where one is required
HardwareNVIDIA DGX Spark (GB10, 128 GB unified memory) — owned and operated by AxForge
Rental termHour, week, month or year
Hardware pricing€0.69/hour on demand · €0.66/hour by the week · €0.62/hour by the month · €0.55/hour by the year, excl. VAT
Managed serviceQuoted per deployment
RegionMálaga, Spain (eu-es-1)

Full details, benchmarks and FAQ on the MusicGen page. Prices exclude VAT.

How it works

From sign-in to running

1Request deployment — describe your traffic, context needs and rental term.
2You receive the configuration, hardware rental and managed-service price in writing before anything is billed.
3AxForge deploys MusicGen on a dedicated DGX Spark reserved for you.
4Point your OpenAI SDK at your own endpoint with the model name you receive.
5Adjust the term — hour, week, month or year — as your workload settles.

Request deployment or sign in to start.

FAQ

MusicGen — common questions

Is MusicGen on the AxForge serverless API?

Not on the serverless API — it is available as a managed deployment: validated on AxForge hardware and deployed on a dedicated DGX Spark for your traffic only. The serverless API serves Qwen3.8 27B.

Can I use MusicGen output commercially?

Only with the appropriate licence — the weights are non-commercial. ACE-Step is the permissive alternative AxForge deploys the same way.

How long are the clips?

Short clips by default, extendable by continuation; AxForge confirms clip length and throughput with the deployment.

How fast is it on your hardware?

AxForge publishes only numbers it measures itself, and has not benchmarked this model on its nodes yet. For quality benchmarks, see the official model card.

What does EU MusicGen hosting cost?

Hardware by the hour, week, month or year; the managed service is quoted per deployment — both confirmed in writing before anything is billed.

Ready for MusicGen on your own machine?

Request deployment Sign in Talk to an engineer

Explore

More from AxForge

© 2026 AxForge · EU-hosted AI infrastructure Pricing Docs Trust Privacy Terms