sandernotenbaert commited on
Commit
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Upload structure model checkpoint at step 1000

Browse files
checkpoint_1000/README.md ADDED
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+ ---
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+ library_name: mlx
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+ pipeline_tag: text-generation
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+ tags:
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+ - music
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+ - midi
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+ - generation
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+ - mlx
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+ - autoregressive
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+ - structure
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+ - musiclang
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+ ---
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+
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+ # okai-musiclang-structure v2.0 - Structure Model
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+
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+ This is an autoregressive structure generation model for music using MLX.
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+
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+ ## Model Details
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+
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+ - **Model Type**: Structure Generator (Autoregressive)
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+ - **Version**: v2.0
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+ - **Step**: 1000
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+ - **Architecture**: Transformer with causal language modeling
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+ - **Vocabulary Size**: 4796
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+ - **Model Dimension**: 256
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+ - **Layers**: 6
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+ - **Max Sequence Length**: 1024
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+
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+ ## Training Configuration
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+
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+ - **Batch Size**: 16
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+ - **Learning Rate**: 1e-05
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+ - **Training Steps**: 1000
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+
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+ ## Usage
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+
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+ This model generates sequential music structure:
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+ - Input: Song control tokens (genre, instruments, etc.)
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+ - Output: Sequential bar structure with chords and tonality
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+
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+ Example generation:
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+ ```
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+ GENRE__ROCK SUBGENRE__ALTERNATIVE START BAR__1 CHORD_DEGREE__1 TONALITY_DEGREE__1 BAR__2 CHORD_DEGREE__4 TONALITY_DEGREE__5 ... WILL_END
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+ ```
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+
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+ Generated with MLX framework for Apple Silicon.
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+ {
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+ "model_name": "okai-musiclang-structure",
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+ "model_version": "v2.0",
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+ "model_type": "structure",
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+ "global_step": 1000,
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+ "architecture": "AutoregressiveTransformer",
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+ "training_type": "causal_lm",
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+ "vocab_size": 4796,
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+ "model_dim": 256,
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+ "num_heads": 8,
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+ "num_layers": 6,
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+ "max_sequence_length": 1024,
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+ "dropout": 0.1
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+ }
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:d499319564b99fc37f47c569527b3addaeaa86932ef601955965372bdea9d00a
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+ size 29839884
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