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TransferGraph/DoyyingFace_bert-asian-hate-tweets-asian-unclean-freeze-4-finetuned-lora-tweet_eval_irony

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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DoyyingFacebert-asian-hate-tweets-asian-unclean-freeze-4-finetuned-lora-tweeteval_irony

This model is a fine-tuned version of DoyyingFace/bert-asian-hate-tweets-asian-unclean-freeze-4 on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • —accuracy: 0.6597

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
  • —trainbatchsize: 32
  • —evalbatchsize: 32
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 8

Training results

accuracytrain_lossepoch
0.5225None0
0.52570.76300
0.58740.67911
0.61680.65172
0.63250.63383
0.63140.60224
0.63250.58845
0.65130.57496
0.65970.56367

Framework versions

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