metadata
license: cc-by-nc-4.0
library_name: peft
tags:
- generated_from_trainer
base_model: facebook/musicgen-melody-large
model-index:
- name: black-eyed-peas-v1-crafted-variable-prompt-8-epochs-piano-prompts
results: []
black-eyed-peas-v1-crafted-variable-prompt-8-epochs-piano-prompts
This model is a fine-tuned version of facebook/musicgen-melody-large on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 3.0955
- Text Cosine Sim: 0.3817
- Audio Cosine Sim: 0.5798
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: 3e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 456
- gradient_accumulation_steps: 16
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 8.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Text Cosine Sim | Audio Cosine Sim |
|---|---|---|---|---|---|
| 8.1814 | 4.9485 | 30 | 3.0955 | 0.3817 | 0.5798 |
Framework versions
- PEFT 0.10.0
- Transformers 4.41.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.18.1.dev0
- Tokenizers 0.19.1