simonycl / roberta-base-sst-2-64-13-30

huggingface.co
Total runs: 1
24-hour runs: 0
7-day runs: 0
30-day runs: -2
Model's Last Updated: August 09 2023
text-classification

Introduction of roberta-base-sst-2-64-13-30

Model Details of roberta-base-sst-2-64-13-30

roberta-base-sst-2-64-13-30

This model is a fine-tuned version of roberta-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6400
  • Accuracy: 0.8984
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: 1.5e-05
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 5
  • num_epochs: 30
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 4 0.6936 0.5
No log 2.0 8 0.6928 0.5156
0.6938 3.0 12 0.6921 0.6328
0.6938 4.0 16 0.6911 0.6328
0.6895 5.0 20 0.6894 0.5859
0.6895 6.0 24 0.6866 0.625
0.6895 7.0 28 0.6818 0.6641
0.6758 8.0 32 0.6727 0.6953
0.6758 9.0 36 0.6495 0.7656
0.615 10.0 40 0.5773 0.8125
0.615 11.0 44 0.4229 0.875
0.615 12.0 48 0.3311 0.8906
0.3514 13.0 52 0.3047 0.8906
0.3514 14.0 56 0.3420 0.8828
0.0929 15.0 60 0.4113 0.8906
0.0929 16.0 64 0.4550 0.8906
0.0929 17.0 68 0.5299 0.8906
0.0206 18.0 72 0.6554 0.8594
0.0206 19.0 76 0.7213 0.8594
0.007 20.0 80 0.7860 0.8516
0.007 21.0 84 0.8466 0.8438
0.007 22.0 88 0.8522 0.8516
0.0037 23.0 92 0.8023 0.8516
0.0037 24.0 96 0.6670 0.8828
0.0028 25.0 100 0.6224 0.8984
0.0028 26.0 104 0.6283 0.8906
0.0028 27.0 108 0.6333 0.8906
0.0026 28.0 112 0.6307 0.8906
0.0026 29.0 116 0.6348 0.8984
0.003 30.0 120 0.6400 0.8984
Framework versions
  • Transformers 4.32.0.dev0
  • Pytorch 2.0.1+cu118
  • Datasets 2.4.0
  • Tokenizers 0.13.3

Runs of simonycl roberta-base-sst-2-64-13-30 on huggingface.co

1
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
-2
30-day runs

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