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TransferGraph/aXhyra_presentation_sentiment_1234567-finetuned-lora-tweet_eval_irony

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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aXhyrapresentationsentiment1234567-finetuned-lora-tweeteval_irony

This model is a fine-tuned version of aXhyra/presentation_sentiment_1234567 on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • —accuracy: 0.6712

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
0.4377None0
0.63460.66250
0.63980.62391
0.66600.57032
0.68380.53663
0.66070.51554
0.64920.49735
0.66390.47886
0.67120.46777

Framework versions

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