TransferGraph / Guscode_DKbert-hatespeech-detection-finetuned-lora-ag_news

huggingface.co
Total runs: 12
24-hour runs: 0
7-day runs: 1
30-day runs: 10
Model's Last Updated: February 28 2024
text-classification

Introduction of Guscode_DKbert-hatespeech-detection-finetuned-lora-ag_news

Model Details of Guscode_DKbert-hatespeech-detection-finetuned-lora-ag_news

Guscode_DKbert-hatespeech-detection-finetuned-lora-ag_news

This model is a fine-tuned version of Guscode/DKbert-hatespeech-detection on the ag_news dataset. It achieves the following results on the evaluation set:

  • accuracy: 0.8525
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: 0.0004
  • train_batch_size: 24
  • eval_batch_size: 24
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 4
Training results
accuracy train_loss epoch
0.2159 None 0
0.8189 0.6088 0
0.8378 0.4794 1
0.8507 0.4420 2
0.8525 0.4207 3
Framework versions
  • PEFT 0.8.2
  • Transformers 4.37.2
  • Pytorch 2.2.0
  • Datasets 2.16.1
  • Tokenizers 0.15.2

Runs of TransferGraph Guscode_DKbert-hatespeech-detection-finetuned-lora-ag_news on huggingface.co

12
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
10
30-day runs

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