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In adapter_config.json: "peft.task_type" must be a string
musicgen-melody-lora-punk
This model is a fine-tuned version of facebook/musicgen-melody on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 6.4997
- Clap: 0.1150
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: 1
- eval_batch_size: 1
- seed: 456
- gradient_accumulation_steps: 4
- total_train_batch_size: 4
- 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: 10.0
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Clap |
|---|---|---|---|---|
| 6.9552 | 5.6061 | 50 | 6.4997 | 0.1150 |
Framework versions
- PEFT 0.13.2
- Transformers 4.47.0.dev0
- Pytorch 2.3.0+cu121
- Datasets 3.1.0
- Tokenizers 0.20.1
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Model tree for lusciniaweldmou/musicgen-melody-lora-punk
Base model
facebook/musicgen-melody