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jihong008/
musicgen-melody-lora-punk3

Name: musicgen-melody-lora-punk3
Availability: InStock

generated_from_trainer

facebook/musicgen-melody

adapter

cc-by-nc-4.0

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musicgen-melody-lora-punk3

This model is a fine-tuned version of facebook/musicgen-melody on the YLACOMBE/TINY-PUNK - DEFAULT dataset. It achieves the following results on the evaluation set:

Loss: 7.9297
Clap: -0.0094

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: 1
seed: 456
gradient_accumulation_steps: 8
total_train_batch_size: 16
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
6.5295	3.2787	25	7.8930	0.0111

Framework versions

PEFT 0.11.1
Transformers 4.42.0.dev0
Pytorch 2.3.0+cu121
Datasets 2.19.1
Tokenizers 0.19.1

jihong008/musicgen-melody-lora-punk3

musicgen-melody-lora-punk3

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

jihong008/
musicgen-melody-lora-punk3