metadata

base_model: facebook/musicgen-melody
datasets:
  - audiofolder
library_name: peft
license: cc-by-nc-4.0
tags:
  - text-to-audio
  - classic melody
  - generated_from_trainer
model-index:
  - name: musicgen-melody-lora-classic-test4-colab
    results: []

musicgen-melody-lora-classic-test4-colab

This model is a fine-tuned version of facebook/musicgen-melody on the jazzson/classic_dataset 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: 0.0002
train_batch_size: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 100
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.13.2
Transformers 4.41.1
Pytorch 2.1.2+cu121
Datasets 3.1.0
Tokenizers 0.19.1