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{
"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"
}
} |