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Z3K3/
musicgen-large

Name: musicgen-large
Availability: InStock

generated_from_trainer

facebook/musicgen-melody

adapter

cc-by-nc-4.0

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musicgen-large

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: 4.5011
Clap: -0.0131

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: 0.0001
train_batch_size: 4
eval_batch_size: 1
seed: 123
gradient_accumulation_steps: 4
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	Clap
9.4039	0.8571	3	4.4428	-0.0070
8.8992	2.0	7	4.4435	0.0117
8.5373	2.8571	10	4.4463	-0.0288
8.0105	4.0	14	4.4552	-0.0111
7.8068	4.8571	17	4.4682	-0.0194
7.6881	6.0	21	4.4913	0.0071
7.6672	6.8571	24	4.5011	-0.0222

Framework versions

PEFT 0.11.1
Transformers 4.42.0.dev0
Pytorch 2.1.0+cu118
Datasets 2.20.0
Tokenizers 0.19.1

Z3K3/musicgen-large

musicgen-large

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Z3K3/
musicgen-large