mcneela/protein-lm-gb1

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protein-lm-gb1

This model was trained from scratch on the gb1 dataset. It achieves the following results on the evaluation set:

• —Loss: 4.9175
• —Mse: 4.9175
• —Rmse: 2.2175
• —Mae: 1.9137
• —R2: -0.0720
• —Smape: 79.2041

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: 64
• —evalbatchsize: 20
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3

Training results

Framework versions

• —Transformers 4.25.1
• —Pytorch 1.13.0+cu116
• —Datasets 2.8.0
• —Tokenizers 0.13.2