CoolFace
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sunsetsobserver/MIDI_transformer_tiny-test

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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runs

This model is a fine-tuned version of [](https://huggingface.co/) on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 3.1137
  • Accuracy: 0.0000

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
  • trainbatchsize: 16
  • evalbatchsize: 48
  • seed: 444
  • gradientaccumulationsteps: 3
  • totaltrainbatch_size: 48
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: cosinewithrestarts
  • lrschedulerwarmup_ratio: 0.3
  • training_steps: 100
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossAccuracy
No log0.03104.78900.1380
4.93260.05204.46000.1310
4.93260.08304.13640.0172
4.12990.11403.71560.0010
4.12990.13503.39650.0002
3.44280.16603.25300.0002
3.44280.19703.17270.0000
3.18730.21803.13160.0000
3.18730.24903.11650.0000
3.11760.261003.11370.0000

Framework versions

  • Transformers 4.37.2
  • Pytorch 2.2.0+cu121
  • Datasets 2.17.0
  • Tokenizers 0.15.1