DrJPTS/esm2_t12_35M_UR50D-finetuned-cytosol-membrane-classification

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esm2t1235M_UR50D-finetuned-cytosol-membrane-classification

This model is a fine-tuned version of facebook/esm2_t12_35M_UR50D on an unknown dataset. It achieves the following results on the evaluation set:

• —Train Loss: 0.1040
• —Train Accuracy: 0.9645
• —Validation Loss: 0.1658
• —Validation Accuracy: 0.9492
• —Epoch: 2

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:

• —optimizer: {'name': 'AdamWeightDecay', 'learningrate': np.float32(2e-05), 'decay': 0.0, 'beta1': np.float32(0.9), 'beta2': np.float32(0.999), 'epsilon': 1e-07, 'amsgrad': False, 'weightdecay_rate': 0.0}
• —training_precision: float32

Training results

Framework versions

• —Transformers 4.51.3
• —TensorFlow 2.18.0
• —Datasets 3.5.0
• —Tokenizers 0.21.1