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---
base_model: facebook/musicgen-melody
library_name: peft
license: cc-by-nc-4.0
tags:
- text-to-audio
- tiny-punk
- generated_from_trainer
model-index:
- name: musicgen-melody-lora-punk-colab
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-colab
This model is a fine-tuned version of [facebook/musicgen-melody](https://huggingface.co./facebook/musicgen-melody) on the ylacombe/tiny-punk 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: Use adamw_torch with betas=(0.9,0.99) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
### Training results
### Framework versions
- PEFT 0.13.2
- Transformers 4.46.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 3.0.2
- Tokenizers 0.20.1 |