CoolFace
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Kingsman1977/AIA_LLM_B_Work1

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

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AIALLMB_Work1

This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.8415
  • —Matthews Correlation: 0.5445

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: 5

Training results

Training LossEpochStepValidation LossMatthews Correlation
0.5191.05350.45530.4563
0.34522.010700.46190.5242
0.23443.016050.66380.4943
0.17824.021400.83060.5235
0.12565.026750.84150.5445

Framework versions

  • —Transformers 4.39.1
  • —Pytorch 2.2.1+cu121
  • —Datasets 2.18.0
  • —Tokenizers 0.15.2