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

huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: -1
30-day runs: 8
Model's Last Updated: February 29 2024
text-classification

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

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

Guscode_DKbert-hatespeech-detection-finetuned-lora-tweet_eval_irony

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: 0.5853
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: 0.0005
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 8
Training results
accuracy train_loss epoch
0.5204 None 0
0.5141 0.9783 0
0.5298 0.7023 1
0.5497 0.6822 2
0.5696 0.6676 3
0.5822 0.6534 4
0.5696 0.6453 5
0.5780 0.6443 6
0.5853 0.6387 7
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-tweet_eval_irony on huggingface.co

14
Total runs
0
24-hour runs
1
3-day runs
-1
7-day runs
8
30-day runs

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