Instructions to use arign/serenance-mrt2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use arign/serenance-mrt2 with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir serenance-mrt2 arign/serenance-mrt2
- Magenta RT
How to use arign/serenance-mrt2 with Magenta RT:
# No code snippets available yet for this library. # To use this model, check the repository files and the library's documentation. # Want to help? PRs adding snippets are welcome at: # https://github.com/huggingface/huggingface.js
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
| license: cc-by-4.0 | |
| base_model: google/magenta-realtime-2 | |
| library_name: mlx | |
| tags: | |
| - music-generation | |
| - magenta | |
| - magenta-realtime | |
| - apple-silicon | |
| - mlx | |
| - on-device | |
| # Magenta RealTime 2 — Apple Silicon build (for Serenance) | |
| These are the **Magenta RealTime 2** model weights by **Google DeepMind**, | |
| converted and quantized for on-device Apple Silicon inference. They are consumed | |
| by [Serenance](https://serenance.app), a Mac-native focus-music app by Arign Ltd, | |
| which streams them at first run and generates music entirely on the user's Mac. | |
| ## Attribution | |
| Model: **Magenta RealTime 2**, Google DeepMind | |
| Original: <https://huggingface.co/google/magenta-realtime-2> | |
| Model weights **© Google DeepMind / Google LLC**, licensed under **CC BY 4.0**: | |
| <https://creativecommons.org/licenses/by/4.0/> | |
| **Modifications by Arign Ltd (2026):** the original weights were converted and | |
| quantized for on-device Apple Silicon inference (MLX / `.mlxfn` format, with the | |
| MusicCoCa and SpectroStream encoder stacks packaged for local use). No changes | |
| were made to the model's behaviour beyond format conversion and quantization for | |
| efficiency. | |
| Serenance and Arign Ltd are **not affiliated with, or endorsed by, Google.** | |
| ## Notices (retained from the original model card) | |
| These notices are retained from the original Magenta RealTime 2 model card, per | |
| CC BY 4.0 §3(a)(1): | |
| - **No warranty.** The materials are provided **"AS IS", without warranties or | |
| conditions of any kind**, express or implied, to the extent permitted by law. | |
| - **Responsible use.** Use the model responsibly; do not generate content that | |
| infringes the rights of others. | |
| - **Outputs.** Google claims no rights in the outputs you generate with the model. | |
| ## License | |
| Distributed under the **Creative Commons Attribution 4.0 International (CC BY 4.0)** | |
| license, the same terms as the original Magenta RealTime 2 weights. You are free | |
| to share and adapt this material with appropriate attribution. | |
| ## Contents | |
| - `resources/` — MusicCoCa (text/music encoders, mapper, quantizer, tokenizer) | |
| and SpectroStream assets shared by both tiers. | |
| - `models/mrt2_base/` — full-quality tier (Apple Silicon Pro/Max/Ultra). | |
| - `models/mrt2_small/` — compact tier (all Apple Silicon). | |