afaji / summerschool-bert-hate

huggingface.co
Total runs: 7
24-hour runs: 0
7-day runs: -3
30-day runs: 1
Model's Last Updated: June 15 2024
text-classification

Introduction of summerschool-bert-hate

Model Details of summerschool-bert-hate

summerschool-1layer-distill-irony

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

  • Loss: 1.6811
  • Accuracy: 0.5226
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: 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: 2
Training results
Training Loss Epoch Step Validation Loss Accuracy
0.5919 0.1776 100 0.5602 0.718
0.5094 0.3552 200 0.5458 0.722
0.458 0.5329 300 0.5431 0.758
0.4826 0.7105 400 0.5628 0.758
0.4127 0.8881 500 0.5009 0.751
0.3931 1.0657 600 0.5868 0.751
0.287 1.2433 700 0.6045 0.767
0.262 1.4210 800 0.5380 0.771
0.2592 1.5986 900 0.5837 0.779
0.2711 1.7762 1000 0.5107 0.782
0.276 1.9538 1100 0.4911 0.796
Framework versions
  • Transformers 4.41.2
  • Pytorch 2.3.0+cu121
  • Datasets 2.20.0
  • Tokenizers 0.19.1

Runs of afaji summerschool-bert-hate on huggingface.co

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

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https://huggingface.co/afaji/summerschool-bert-hate

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https://huggingface.co/afaji/summerschool-bert-hate

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https://huggingface.co/afaji/summerschool-bert-hate

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afaji
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Updated:March 09 2024
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Total runs: 3
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Updated:June 15 2024