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sweet-dreambooths
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combined-artists-text-only-1-epochs

Text-to-Audio
PEFT
Safetensors
musicgen_melody
sweet-dreambooths/combined-artists-v1
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metadata
license: cc-by-nc-4.0
library_name: peft
tags:
  - text-to-audio
  - sweet-dreambooths/combined-artists-v1
  - generated_from_trainer
base_model: facebook/musicgen-melody-large
model-index:
  - name: combined-artists-text-only-1-epochs
    results: []

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combined-artists-text-only-1-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: 3.9133
  • Text Cosine Sim: 0.2331
  • Audio Cosine Sim: 0.4680

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: 1.0
  • mixed_precision_training: Native AMP

Training results

Training Loss Epoch Step Validation Loss Text Cosine Sim Audio Cosine Sim
7.3112 1.0 99 3.9133 0.2471 0.4541

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