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pingkeest/basic_text_classification

sourceHugging Facellama3.2updated 2y agoView on Hugging Face
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Model Card

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basictextclassification

This model is a fine-tuned version of meta-llama/Llama-3.2-1B on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.0742
  • Accuracy: 0.9738

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: 16
  • evalbatchsize: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 2

Training results

Training LossEpochStepValidation LossAccuracy
No log1.02230.11020.9570
No log2.04460.07420.9738

Framework versions

  • PEFT 0.10.0
  • Transformers 4.45.2
  • Pytorch 2.4.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.20.1