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facebook-musicgen-small-not-lora-50

Text-to-Audio
Transformers
Safetensors
musicgen
CLAPv2/MusicCaps
Generated from Trainer
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facebook-musicgen-small-not-lora-50 / README.md
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metadata
library_name: transformers
license: cc-by-nc-4.0
base_model: facebook/musicgen-small
tags:
  - text-to-audio
  - CLAPv2/MusicCaps
  - generated_from_trainer
model-index:
  - name: GenCaps-finetune-Musicgen-small
    results: []

GenCaps-finetune-Musicgen-small

This model is a fine-tuned version of facebook/musicgen-small on the CLAPV2/MUSICCAPS - DEFAULT dataset. It achieves the following results on the evaluation set:

  • Loss: 7.3132
  • Clap: 0.0593

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: 1e-05
  • train_batch_size: 16
  • eval_batch_size: 1
  • seed: 456
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 128
  • 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: 20.0
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • Transformers 4.52.4
  • Pytorch 2.6.0+cu124
  • Datasets 3.6.0
  • Tokenizers 0.21.1