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TransferGraph/CAMeL-Lab_bert-base-arabic-camelbert-mix-did-nadi-finetuned-lora-tweet_eval_emotion

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

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CAMeL-Labbert-base-arabic-camelbert-mix-did-nadi-finetuned-lora-tweeteval_emotion

This model is a fine-tuned version of CAMeL-Lab/bert-base-arabic-camelbert-mix-did-nadi on the tweet_eval dataset. It achieves the following results on the evaluation set:

  • —accuracy: 0.4866

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
0.3235None0
0.45721.25920
0.48131.21851
0.50271.19312
0.48661.17073

Framework versions

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