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TransferGraph/Splend1dchan_bert-base-uncased-slue-goldtrascription-e3-lr1e-4-finetuned-lora-ag_news

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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Splend1dchanbert-base-uncased-slue-goldtrascription-e3-lr1e-4-finetuned-lora-agnews

This model is a fine-tuned version of Splend1dchan/bert-base-uncased-slue-goldtrascription-e3-lr1e-4 on the ag_news dataset. It achieves the following results on the evaluation set:

  • —accuracy: 0.9337

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: 24
  • —evalbatchsize: 24
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 4

Training results

accuracytrain_lossepoch
0.1866None0
0.92070.30370
0.92750.22071
0.93070.20272
0.93370.19223

Framework versions

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