| { |
| "model_name": "FlowFinal", |
| "upload_date": "2025-08-29T14:56:47.572741", |
| "training_date": "20250829", |
| "total_sequences_generated": 80, |
| "hmd_amp_predictions": 7, |
| "hmd_amp_rate": 8.8, |
| "best_cfg_configuration": "strong_cfg (20% AMP rate)", |
| "training_details": { |
| "epochs": 2000, |
| "final_loss": 1.318, |
| "training_time": "2.3 hours", |
| "hardware": "H100", |
| "dataset_size": 6983 |
| }, |
| "uploaded_files": { |
| "model_components": 7, |
| "weight_files": 3, |
| "checkpoints": 3, |
| "paper_files": 3, |
| "training_logs": 5, |
| "datasets": 4, |
| "results": 5, |
| "embeddings": 4, |
| "decoded_sequences": 4, |
| "apex_results": 6 |
| }, |
| "total_files_uploaded": 44, |
| "repository_structure": { |
| "src/": "Main model implementation files", |
| "models/": "Trained model weights and checkpoints", |
| "paper/": "LaTeX files and paper documentation", |
| "training_logs/": "Complete training logs and scripts", |
| "datasets/": "Training datasets and protein sequences", |
| "results/": "Generated sequences and validation results", |
| "generated_samples/": "Raw embeddings and decoded sequences", |
| "analysis/": "APEX antimicrobial activity analysis" |
| } |
| } |
