---
base_model: facebook/musicgen-small
library_name: peft
license: cc-by-nc-4.0
tags:
- text-to-audio
- ogbanugot/musicgen
- generated_from_trainer
model-index:
- name: musicgen-small-lora-afrobeats
  results: []
---

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# musicgen-small-lora-afrobeats

This model is a fine-tuned version of [facebook/musicgen-small](https://huggingface.co/facebook/musicgen-small) on the OGBANUGOT/MUSICGEN - DEFAULT dataset.
It achieves the following results on the evaluation set:
- Loss: 5.1124
- Clap: 0.0623

## 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: 4.0
- mixed_precision_training: Native AMP

### Training results



### Framework versions

- PEFT 0.11.1
- Transformers 4.42.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1