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connectivity_cola_6ep_ft-10-finetuned-lora-tweet_eval_irony

This model is a fine-tuned version of connectivity/cola_6ep_ft-10 on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • accuracy: 0.6639

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
0.4838 None 0
0.5550 0.7889 0
0.5906 0.6812 1
0.5937 0.6547 2
0.6230 0.6154 3
0.6356 0.5924 4
0.6209 0.5728 5
0.6419 0.5640 6
0.6639 0.5495 7

Framework versions

  • PEFT 0.8.2
  • Transformers 4.37.2
  • Pytorch 2.2.0
  • Datasets 2.16.1
  • Tokenizers 0.15.2
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Dataset used to train TransferGraph/connectivity_cola_6ep_ft-10-finetuned-lora-tweet_eval_irony

Evaluation results