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musicgen-melody-lora-jay-test3-colab – AI Model by jazzson | AlphaNeural AI

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jazzson/
musicgen-melody-lora-jay-test3-colab

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facebook/musicgen-melody

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musicgen-melody-lora-jay-test3-colab

This model is a fine-tuned version of facebook/musicgen-melody on the jazzson/datasetJayChou 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 20
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.13.2
Transformers 4.41.1
Pytorch 2.1.2+cu121
Datasets 3.1.0
Tokenizers 0.19.1