Bagus / hubert_xlarge_emodb

huggingface.co
Total runs: 16
24-hour runs: 0
7-day runs: -3
30-day runs: -4
Model's Last Updated: May 30 2024

Introduction of hubert_xlarge_emodb

Model Details of hubert_xlarge_emodb

hubert_xlarge_emodb

This model is a fine-tuned version of facebook/hubert-xlarge-ll60k on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8345
  • Uar: 0.8889
  • Acc: 0.9118
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: 2
  • eval_batch_size: 2
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 8
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Uar Acc
No log 0.2 5 1.3815 0.25 0.1985
No log 0.39 10 1.3436 0.5285 0.5956
No log 0.59 15 1.3028 0.5741 0.6618
No log 0.78 20 1.2412 0.6019 0.6838
No log 0.98 25 1.1652 0.75 0.8015
1.2216 1.18 30 1.0883 0.7315 0.7868
1.2216 1.37 35 1.0309 0.75 0.8015
1.2216 1.57 40 1.0217 0.8335 0.8603
1.2216 1.76 45 1.0084 0.8714 0.8529
1.2216 1.96 50 0.9415 0.7778 0.8235
0.5781 2.16 55 0.9293 0.7870 0.8309
0.5781 2.35 60 0.8470 0.9448 0.9412
0.5781 2.55 65 0.8673 0.8333 0.8676
0.5781 2.75 70 0.8454 0.9074 0.9265
0.5781 2.94 75 0.8139 0.9167 0.9338
0.2652 3.14 80 0.8254 0.8981 0.9191
0.2652 3.33 85 0.8233 0.9074 0.9265
0.2652 3.53 90 0.7989 0.9259 0.9412
0.2652 3.73 95 0.7939 0.9584 0.9632
0.2652 3.92 100 0.8093 0.9167 0.9338
0.1537 4.12 105 0.8138 0.9167 0.9338
0.1537 4.31 110 0.7898 0.9539 0.9559
0.1537 4.51 115 0.8138 0.9074 0.9265
0.1537 4.71 120 0.8463 0.8704 0.8971
0.1537 4.9 125 0.8643 0.8519 0.8824
0.1615 5.1 130 0.8137 0.9074 0.9265
0.1615 5.29 135 0.7750 0.9724 0.9706
0.1615 5.49 140 0.7745 0.9724 0.9706
0.1615 5.69 145 0.8123 0.9074 0.9265
0.1615 5.88 150 0.8693 0.8426 0.875
0.0762 6.08 155 0.9067 0.7870 0.8309
0.0762 6.27 160 0.9123 0.7870 0.8309
0.0762 6.47 165 0.8664 0.8426 0.875
0.0762 6.67 170 0.8167 0.9074 0.9265
0.0762 6.86 175 0.8104 0.9259 0.9412
0.1321 7.06 180 0.8222 0.8981 0.9191
0.1321 7.25 185 0.8339 0.8889 0.9118
0.1321 7.45 190 0.8468 0.8704 0.8971
0.1321 7.65 195 0.8453 0.8704 0.8971
0.1321 7.84 200 0.8453 0.8704 0.8971
0.027 8.04 205 0.8346 0.8889 0.9118
0.027 8.24 210 0.8292 0.8889 0.9118
0.027 8.43 215 0.8276 0.8889 0.9118
0.027 8.63 220 0.8353 0.8889 0.9118
0.027 8.82 225 0.8376 0.8889 0.9118
0.0499 9.02 230 0.8327 0.8889 0.9118
0.0499 9.22 235 0.8317 0.8889 0.9118
0.0499 9.41 240 0.8330 0.8889 0.9118
0.0499 9.61 245 0.8343 0.8889 0.9118
0.0499 9.8 250 0.8345 0.8889 0.9118
Framework versions
  • Transformers 4.32.0
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.13.3

Runs of Bagus hubert_xlarge_emodb on huggingface.co

16
Total runs
0
24-hour runs
1
3-day runs
-3
7-day runs
-4
30-day runs

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