esm2_t12_35M_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: 0.1009
• Train Accuracy: 0.9684
• Validation Loss: 0.2122
• Validation Accuracy: 0.9401
• 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', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.0}
• training_precision: float32

Training results

Train Loss	Train Accuracy	Validation Loss	Validation Accuracy	Epoch
0.2464	0.9228	0.1954	0.9417	0
0.1428	0.9565	0.1831	0.9345	1
0.1009	0.9684	0.2122	0.9401	2

Framework versions

• Transformers 4.25.1
• TensorFlow 2.9.2
• Datasets 2.7.1
• Tokenizers 0.13.2