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HassanCS/ChemBERTa-77M-MLM-finetuned-4M_3

sourceHugging Faceupdated 3y agoView on Hugging Face
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ChemBERTa-77M-MLM-finetuned-4M_3

This model is a fine-tuned version of HassanCS/ChemBERTa-77M-MLM-finetuned-4M_2 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.3283

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: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3.0

Training results

Training LossEpochStepValidation Loss
0.32171.0610070.3440
0.30212.01220140.3349
0.29243.01830210.3283

Framework versions

  • —Transformers 4.29.2
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.12.0
  • —Tokenizers 0.13.3