| PATHO-PRETER v1 (A100 Fine-Tune) | |
| ================================ | |
| Trained by: Rohit | |
| Base Model: Nucleotide Transformer 500M | |
| Architecture: Hybrid (DNA Sequence + 9 Conservation Scores) | |
| HOW TO LOAD: | |
| 1. Unzip this folder. | |
| 2. Place 'modeling_pathopreter.py' in your python path. | |
| 3. Run: | |
| from modeling_pathopreter import SequenceClassificationWithFeatures | |
| import numpy as np | |
| # Load Model | |
| model = SequenceClassificationWithFeatures.from_pretrained("./PathoPreter_Final_A100") | |
| # Load Scalers (Crucial for inference!) | |
| means = np.load("./PathoPreter_Final_A100/feat_means.npy") | |
| stds = np.load("./PathoPreter_Final_A100/feat_stds.npy") | |
| # Preprocessing | |
| # (features - means) / stds | |