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

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>

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
• —trainbatchsize: 2
• —evalbatchsize: 1
• —seed: 456
• —gradientaccumulationsteps: 8
• —totaltrainbatch_size: 16
• —optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 50.0
• —mixedprecisiontraining: Native AMP

Training results

Framework versions

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