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TransferGraph/aditeyabaral_finetuned-sail2017-xlm-roberta-base-finetuned-lora-tweet_eval_emotion

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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aditeyabaralfinetuned-sail2017-xlm-roberta-base-finetuned-lora-tweeteval_emotion

This model is a fine-tuned version of aditeyabaral/finetuned-sail2017-xlm-roberta-base on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • —accuracy: 0.6925

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
0.1364None0
0.60431.04390
0.67380.90831
0.70320.83452
0.69250.79253

Framework versions

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