| { | |
| "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" | |
| } | |
| } |