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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: 0.0851
- Train Accuracy: 0.9713
- Validation Loss: 0.2198
- Validation Accuracy: 0.9390
- 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 |
|---|---|---|---|---|
| 0.2404 | 0.9335 | 0.1856 | 0.9359 | 0 |
| 0.1386 | 0.9528 | 0.1564 | 0.9445 | 1 |
| 0.0851 | 0.9713 | 0.2198 | 0.9390 | 2 |
Framework versions
- Transformers 4.33.2
- TensorFlow 2.13.0
- Datasets 2.14.5
- Tokenizers 0.13.3
