metadata
base_model: facebook/musicgen-small
library_name: peft
license: cc-by-nc-4.0
tags:
- text-to-audio
- tiny-electronic
- generated_from_trainer
model-index:
- name: musicgen-electronic
results: []
musicgen-electronic
This model is a fine-tuned version of facebook/musicgen-small on the TruongScotl/electronic_music_generating dataset.
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: 0.0001
- train_batch_size: 2
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.98,0.99) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
- mixed_precision_training: Native AMP
Training results
- epoch = 9.9487
- total_flos = 1509258GF
- train_loss = 6.414
- train_runtime = 3:20:31.12
- train_samples = 1559
- train_samples_per_second = 1.296
- train_steps_per_second = 0.081
Framework versions
- PEFT 0.12.0
- Transformers 4.42.3
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1