abdulmanaam / roberta-base-clickbait-post

huggingface.co
Total runs: 18
24-hour runs: 1
7-day runs: 0
30-day runs: 11
Model's Last Updated: July 30 2024
text-classification

Introduction of roberta-base-clickbait-post

Model Details of roberta-base-clickbait-post

roberta-base-clickbait-post

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: 2.4912
  • Accuracy: 0.735
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: 20
Training results
Training Loss Epoch Step Validation Loss Accuracy
No log 1.0 200 0.9791 0.68
No log 2.0 400 0.9764 0.7225
0.3769 3.0 600 1.0072 0.73
0.3769 4.0 800 1.2047 0.7075
0.2506 5.0 1000 1.4719 0.7
0.2506 6.0 1200 1.5090 0.72
0.2506 7.0 1400 1.7088 0.745
0.1383 8.0 1600 1.8566 0.7125
0.1383 9.0 1800 2.2784 0.7125
0.0756 10.0 2000 2.3264 0.705
0.0756 11.0 2200 2.2328 0.72
0.0756 12.0 2400 2.2335 0.73
0.0513 13.0 2600 2.3440 0.725
0.0513 14.0 2800 2.4086 0.725
0.0268 15.0 3000 2.3981 0.7275
0.0268 16.0 3200 2.4274 0.73
0.0268 17.0 3400 2.4699 0.735
0.0094 18.0 3600 2.4737 0.7375
0.0094 19.0 3800 2.4979 0.7225
0.0112 20.0 4000 2.4912 0.735
Framework versions
  • Transformers 4.44.0.dev0
  • Pytorch 2.4.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of abdulmanaam roberta-base-clickbait-post on huggingface.co

18
Total runs
1
24-hour runs
1
3-day runs
0
7-day runs
11
30-day runs

More Information About roberta-base-clickbait-post huggingface.co Model

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https://huggingface.co/abdulmanaam/roberta-base-clickbait-post

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https://huggingface.co/abdulmanaam/roberta-base-clickbait-post

roberta-base-clickbait-post install

roberta-base-clickbait-post is an open source model from GitHub that offers a free installation service, and any user can find roberta-base-clickbait-post on GitHub to install. At the same time, huggingface.co provides the effect of roberta-base-clickbait-post install, users can directly use roberta-base-clickbait-post installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

roberta-base-clickbait-post install url in huggingface.co:

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