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genre-recognizer-finetuned-gtzan_dset-finetuned-gtzan – AI Model by HaceHazretleri | AlphaNeural AI
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HaceHazretleri
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genre-recognizer-finetuned-gtzan_dset-finetuned-gtzan
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transformers
tensorboard
safetensors
hubert
audio-classification
generated_from_trainer
pedromatias97/genre-recognizer-finetuned-gtzan_dset
pedromatias97/genre-recognizer-finetuned-gtzan_dset
finetune
apache-2.0
endpoints_compatible
us
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genre-recognizer-finetuned-gtzan_dset-finetuned-gtzan
This model is a fine-tuned version of
pedromatias97/genre-recognizer-finetuned-gtzan_dset
on the GTZAN dataset. It achieves the following results on the evaluation set:
eval_loss: 0.2022
eval_accuracy: 0.95
eval_runtime: 47.9165
eval_samples_per_second: 2.087
eval_steps_per_second: 0.271
epoch: 4.0
step: 452
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: 2e-05
train_batch_size: 8
eval_batch_size: 8
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
lr_scheduler_warmup_ratio: 0.1
num_epochs: 9
mixed_precision_training: Native AMP
Framework versions
Transformers 4.46.0.dev0
Pytorch 2.4.1+cu121
Datasets 3.0.0
Tokenizers 0.20.0
