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musicgen-mystyle_v5
This model is a fine-tuned version of facebook/musicgen-melody on the ARTOVV/MUSICGEN-MYSTYLE - DEFAULT dataset. It achieves the following results on the evaluation set:
- Loss: 6.4469
- Clap: -0.0299
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0005
- train_batch_size: 2
- eval_batch_size: 1
- seed: 456
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.99) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 15.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Clap |
|---|---|---|---|---|
| 21.0957 | 5.0 | 25 | 6.4070 | 0.0818 |
| 19.8328 | 10.0 | 50 | 6.1594 | -0.0052 |
| 21.4954 | 15.0 | 75 | 6.4469 | -0.0153 |
Framework versions
- PEFT 0.15.2
- Transformers 4.52.2
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.1
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Base model
facebook/musicgen-melody