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: 0.0987
• Train Accuracy: 0.9647
• Validation Loss: 0.1547
• Validation Accuracy: 0.9504
• 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
0.2361	0.9250	0.1592	0.9504	0
0.1393	0.9534	0.1941	0.9417	1
0.0987	0.9647	0.1547	0.9504	2

Framework versions

• Transformers 4.25.0.dev0
• TensorFlow 2.10.0
• Datasets 2.6.1
• Tokenizers 0.11.0