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: 0.1038
- Train Accuracy: 0.9643
- Validation Loss: 0.1533
- Validation Accuracy: 0.9527
- Epoch: 2
Model description
More information needed
Intended uses & limitations
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Training and evaluation data
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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 |
---|---|---|---|---|
0.2410 | 0.9281 | 0.1564 | 0.9527 | 0 |
0.1533 | 0.9498 | 0.1474 | 0.9458 | 1 |
0.1038 | 0.9643 | 0.1533 | 0.9527 | 2 |
Framework versions
- Transformers 4.42.4
- TensorFlow 2.15.0
- Datasets 2.20.0
- Tokenizers 0.19.1
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