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addykan/canine-rando-30-chars-5-epoch

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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canine-rando-30-chars-5-epoch

This model is a fine-tuned version of google/canine-c on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.6015
  • —Accuracy: 0.7066

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: 2e-05
  • —trainbatchsize: 4
  • —evalbatchsize: 4
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossAccuracy
No log1.02420.69750.5289
No log2.04840.59390.6983
0.68613.07260.59750.6942
0.68614.09680.58580.7149
0.62135.012100.60150.7066

Framework versions

  • —Transformers 4.40.0
  • —Pytorch 2.0.0+cu117
  • —Datasets 2.19.0
  • —Tokenizers 0.19.1