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sweet-dreambooths/
combined-artists-text-only-3-epochs

Name: combined-artists-text-only-3-epochs
Availability: InStock

sweet-dreambooths/combined-artists-v1

generated_from_trainer

facebook/musicgen-melody-large

adapter

cc-by-nc-4.0

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combined-artists-text-only-3-epochs

This model is a fine-tuned version of facebook/musicgen-melody-large on the SWEET-DREAMBOOTHS/COMBINED-ARTISTS-V1 - DEFAULT dataset. It achieves the following results on the evaluation set:

Loss: 5.1016
Text Cosine Sim: 0.0961
Audio Cosine Sim: 0.3267

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: 16
eval_batch_size: 4
seed: 456
optimizer: Adam with betas=(0.9,0.99) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3.0
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Text Cosine Sim	Audio Cosine Sim
7.174	1.0	99	4.9214	0.1636	0.3831
6.7947	2.0	198	5.0773	0.1509	0.3747
7.1508	3.0	297	5.1016	0.1181	0.3217

Framework versions

PEFT 0.10.0
Transformers 4.41.0.dev0
Pytorch 2.1.2+cu121
Datasets 2.19.2.dev0
Tokenizers 0.19.1

sweet-dreambooths/combined-artists-text-only-3-epochs

combined-artists-text-only-3-epochs

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

sweet-dreambooths/
combined-artists-text-only-3-epochs