| library_name: mlx | |
| pipeline_tag: text-generation | |
| tags: | |
| - music | |
| - midi | |
| - generation | |
| - mlx | |
| - autoregressive | |
| - structure | |
| - musiclang | |
| # okai-musiclang-structure v2.0 - Structure Model | |
| This is an autoregressive structure generation model for music using MLX. | |
| ## Model Details | |
| - **Model Type**: Structure Generator (Autoregressive) | |
| - **Version**: v2.0 | |
| - **Step**: 3000 | |
| - **Architecture**: Transformer with causal language modeling | |
| - **Vocabulary Size**: 4796 | |
| - **Model Dimension**: 256 | |
| - **Layers**: 6 | |
| - **Max Sequence Length**: 1024 | |
| ## Training Configuration | |
| - **Batch Size**: 16 | |
| - **Learning Rate**: 1e-05 | |
| - **Training Steps**: 3000 | |
| ## Usage | |
| This model generates sequential music structure: | |
| - Input: Song control tokens (genre, instruments, etc.) | |
| - Output: Sequential bar structure with chords and tonality | |
| Example generation: | |
| ``` | |
| GENRE__ROCK SUBGENRE__ALTERNATIVE START BAR__1 CHORD_DEGREE__1 TONALITY_DEGREE__1 BAR__2 CHORD_DEGREE__4 TONALITY_DEGREE__5 ... WILL_END | |
| ``` | |
| Generated with MLX framework for Apple Silicon. | |