---
license: cc-by-nc-4.0
library_name: peft
tags:
- text-to-audio
- ylacombe/tiny-punk
- generated_from_trainer
base_model: facebook/musicgen-melody
model-index:
- name: musicgen-melody-lora-punk
  results: []
---

<!-- 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. -->

# musicgen-melody-lora-punk

This model is a fine-tuned version of [facebook/musicgen-melody](https://huggingface.co/facebook/musicgen-melody) on the YLACOMBE/TINY-PUNK - DEFAULT dataset.
It achieves the following results on the evaluation set:
- Loss: 6.2333
- Clap: -0.0021

## 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: 4
- eval_batch_size: 4
- seed: 456
- 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

| Training Loss | Epoch  | Step | Validation Loss | Clap    |
|:-------------:|:------:|:----:|:---------------:|:-------:|
| 7.1679        | 2.7778 | 25   | 6.2244          | -0.0018 |


### Framework versions

- PEFT 0.11.1
- Transformers 4.41.2
- Pytorch 2.0.0+cu117
- Datasets 2.19.2
- Tokenizers 0.19.1