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black-eyed-peas-v1-crafted-variable-prompt-16-epochs-piano-prompts

This model is a fine-tuned version of facebook/musicgen-melody-large on the SWEET-DREAMBOOTHS/BLACK-EYED-PEAS-V1-PIANO-PROMPTS - DEFAULT dataset. It achieves the following results on the evaluation set:

  • Loss: 3.6438
  • Text Cosine Sim: 0.2460
  • Audio Cosine Sim: 0.5781

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: 1
  • eval_batch_size: 1
  • seed: 456
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 16
  • optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 16.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Text Cosine Sim Audio Cosine Sim
7.7976 4.9485 30 3.1003 0.3910 0.5582
6.6807 9.8969 60 3.2312 0.3534 0.6628
6.4444 14.8454 90 3.6277 0.2459 0.5883

Framework versions

  • PEFT 0.10.0
  • Transformers 4.41.0.dev0
  • Pytorch 2.1.0+cu121
  • Datasets 2.18.1.dev0
  • Tokenizers 0.19.1
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