Instructions to use arraypress/song-ace-step-1.5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use arraypress/song-ace-step-1.5 with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("arraypress/song-ace-step-1.5", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - MLX
How to use arraypress/song-ace-step-1.5 with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download arraypress/song-ace-step-1.5 --local-dir song-ace-step-1.5
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
ACE-Step 1.5 for song
An unchanged copy of the files from
ACE-Step/Ace-Step1.5 at revision
19671f406d603126926c1b7e2adc169acbcade22 that the on-device song tool reads
(Swift + MLX, swift-music-generation).
It is kept here so the tool keeps working if the upstream repository moves or changes.
Every file is byte-identical to upstream; song checks SHA-256 on download.
Only the 23 files the engine loads are included; the Python modelling code is not.
What is inside
| Folder | Part | Upstream licence |
|---|---|---|
acestep-v15-turbo/ |
DiT (turbo, 8 steps) and its silence latent | MIT (ACE-Step) |
acestep-5Hz-lm-1.7B/ |
5 Hz planning language model | MIT (ACE-Step) |
vae/ |
Oobleck audio VAE | MIT (ACE-Step) |
Qwen3-Embedding-0.6B/ |
text encoder | Apache-2.0 (Qwen) |
Licence texts are in licenses/. All credit for the model goes to the ACE-Step
team and, for the text encoder, the Qwen team.
Citation
@misc{gong2026acestep,
title={ACE-Step 1.5: Pushing the Boundaries of Open-Source Music Generation},
author={Junmin Gong, Yulin Song, Wenxiao Zhao, Sen Wang, Shengyuan Xu, Jing Guo},
howpublished={\url{https://github.com/ace-step/ACE-Step-1.5}},
year={2026},
note={GitHub repository}
}
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Base model
ACE-Step/Ace-Step1.5