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TransferGraph/connectivity_cola_6ep_ft-33-finetuned-lora-tweet_eval_emotion

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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connectivitycola6epft-33-finetuned-lora-tweeteval_emotion

This model is a fine-tuned version of connectivity/cola_6ep_ft-33 on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • accuracy: 0.6096

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
  • trainbatchsize: 32
  • evalbatchsize: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 4

Training results

accuracytrain_lossepoch
0.2727None0
0.42511.27320
0.45991.23691
0.53481.15182
0.60961.01953

Framework versions

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