musicgen-melody-lora-afrobeats-with-vocals-long

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

• Loss: 4.9616
• Clap: 0.0882

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: 1
• seed: 456
• gradient_accumulation_steps: 8
• total_train_batch_size: 16
• optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 50.0
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Clap
3.2006	25.0	25	4.9824	0.0558
3.0919	50.0	50	4.9616	0.0974

Framework versions

• PEFT 0.11.1
• Transformers 4.42.1
• Pytorch 2.3.1+cu121
• Datasets 2.20.0
• Tokenizers 0.19.1