TransferGraph / distilbert-base-uncased-finetuned-lora-tweet_eval_irony

huggingface.co
Total runs: 9
24-hour runs: 0
7-day runs: 0
30-day runs: 1
Model's Last Updated: February 29 2024
text-classification

Introduction of distilbert-base-uncased-finetuned-lora-tweet_eval_irony

Model Details of distilbert-base-uncased-finetuned-lora-tweet_eval_irony

distilbert-base-uncased-finetuned-lora-tweet_eval_irony

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

  • accuracy: 0.6764
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
0.4775 None 0
0.6105 0.6674 0
0.6230 0.6207 1
0.6712 0.5747 2
0.6921 0.5503 3
0.6754 0.5273 4
0.6440 0.5159 5
0.6754 0.4948 6
0.6764 0.4880 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 distilbert-base-uncased-finetuned-lora-tweet_eval_irony on huggingface.co

9
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
1
30-day runs

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