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connectivity_cola_6ep_ft-10-finetuned-lora-tweet_eval_hate

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: 0.712

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
  • 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: 4

Training results

accuracy train_loss epoch
0.464 None 0
0.683 0.6703 0
0.703 0.5313 1
0.703 0.4847 2
0.712 0.4631 3

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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Adapter for

Dataset used to train TransferGraph/connectivity_cola_6ep_ft-10-finetuned-lora-tweet_eval_hate

Evaluation results