abdulmanaam / roberta_task1_post_5_epoch

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 1
30-day runs: -1
Model's Last Updated: July 18 2024
text-classification

Introduction of roberta_task1_post_5_epoch

Model Details of roberta_task1_post_5_epoch

roberta_task1_post_5_epoch

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

  • Loss: 0.8060
  • Accuracy: 0.72
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: 16
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 200 0.7504 0.6825
No log 2.0 400 0.7071 0.7075
0.7789 3.0 600 0.7133 0.72
0.7789 4.0 800 0.7672 0.7275
0.4021 5.0 1000 0.8060 0.72
Framework versions
  • Transformers 4.42.4
  • Pytorch 2.3.1+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of abdulmanaam roberta_task1_post_5_epoch on huggingface.co

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

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