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combined-artists-text-only-3-epochs
This model is a fine-tuned version of facebook/musicgen-melody-large on the SWEET-DREAMBOOTHS/COMBINED-ARTISTS-V1 - DEFAULT dataset. It achieves the following results on the evaluation set:
- Loss: 5.1016
- Text Cosine Sim: 0.0961
- Audio Cosine Sim: 0.3267
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: 3e-05
- train_batch_size: 16
- eval_batch_size: 4
- seed: 456
- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Text Cosine Sim | Audio Cosine Sim |
|---|---|---|---|---|---|
| 7.174 | 1.0 | 99 | 4.9214 | 0.1636 | 0.3831 |
| 6.7947 | 2.0 | 198 | 5.0773 | 0.1509 | 0.3747 |
| 7.1508 | 3.0 | 297 | 5.1016 | 0.1181 | 0.3217 |
Framework versions
- PEFT 0.10.0
- Transformers 4.41.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 2.19.2.dev0
- Tokenizers 0.19.1
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Model tree for sweet-dreambooths/combined-artists-text-only-3-epochs
Base model
facebook/musicgen-melody-large