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musicgen-Melody-lora
This model is a fine-tuned version of facebook/musicgen-medium on the mohammadhossein/500sample_16k_captioned 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 0.14.0
- Transformers 4.47.1
- Pytorch 2.1.2+cu121
- Datasets 3.2.0
- Tokenizers 0.21.0
- Downloads last month
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The model cannot be deployed to the HF Inference API:
The HF Inference API does not support text-to-audio models for peft library.
Model tree for mohammadhossein/musicgen-melody-lora
Base model
facebook/musicgen-melody