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

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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GuscodeDKbert-hatespeech-detection-finetuned-lora-tweeteval_hate

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

  • accuracy: 0.648

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
  • trainbatchsize: 32
  • evalbatchsize: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 4

Training results

accuracytrain_lossepoch
0.59None0
0.6350.74670
0.6440.61661
0.6310.59862
0.6480.58323

Framework versions

  • PEFT 0.8.2
  • Transformers 4.37.2
  • Pytorch 2.2.0
  • Datasets 2.16.1
  • Tokenizers 0.15.2